I am trying to flatten a JSON file by using jq command. But the output got duplicated.
Please see my jqplay here: https://jqplay.org/s/gwvMIH_fed
My input JSON:
{
"cost": 0.0,
"interval": "0:01:00",
"namespace": "Microsoft.ApiManagement/service",
"resourceregion": "australiaeast",
"timespan": "2019-05-22T00:00:00Z/2019-05-22T00:02:00Z",
"value": [
{
"id": "/my-api/providers/Microsoft.Insights/metrics/Capacity",
"name": {
"localizedValue": "Capacity",
"value": "Capacity"
},
"resourceGroup": "my-group",
"timeseries": [
{
"data": [
{
"average": 15,
"count": null,
"maximum": null,
"minimum": null,
"timeStamp": "2019-05-22T00:00:00+00:00",
"total": null
},
{
"average": 16,
"count": null,
"maximum": null,
"minimum": null,
"timeStamp": "2019-05-22T00:01:00+00:00",
"total": null
}
],
"metadatavalues": []
}
],
"type": "Microsoft.Insights/metrics",
"unit": "Percent"
}
]
}
My expected output:
{
"apiId": "/my-api/providers/Microsoft.Insights/metrics/Capacity",
"metrics": "Capacity",
"timestamp": "2019-05-22T00:00:00+00:00",
"value": 15
}
{
"apiId": "/my-api/providers/Microsoft.Insights/metrics/Capacity",
"metrics": "Capacity",
"timestamp": "2019-05-22T00:01:00+00:00",
"value": 16
}
Could anyone please have a look at the provided jqplay URL and advise.
Each .[] is like a "for" loop, so the multiplicative behavior you observe is essentially the result of having nested for loops. It would seem that what you want is closer to:
.value[] as $v
| $v.timeseries[].data[] as $d
| {"apiId": $v.id,
"metrics": $v.name.value,
"timestamp": $d.timeStamp,
"value": $d.average }
With your JSON as input, this produces two JSON objects, though the second of these differs very slightly from what you give as the expected output.
Related
I need help with jq syntax on how to return the Gitlab job ID if it contains an artifact. The JSON output looks like this (removed a lot of unrelated info from it and added [...]):
[{
"id": 3219589880,
"status": "success",
"stage": "test",
"name": "job_with_no_artifact",
"ref": "main",
"tag": false,
"coverage": null,
"allow_failure": false,
"created_at": "2022-10-24T18:21:25.119Z",
"started_at": "2022-10-24T18:21:25.986Z",
"finished_at": "2022-10-24T18:21:38.464Z",
"duration": 12.478682,
"queued_duration": 0.499786,
"user": {
"id": 123456789,
[...]
},
"commit": {
"id": "5e0e1f287d20daf2036a3ca71c656dce55999265",
[...]
"pipeline": {
"id": 123456789,
[...]
"project": {
"ci_job_token_scope_enabled": false
},
"artifacts": [],
"runner": {
"id": 12270859,
[...]
},
"artifacts_expire_at": null,
"tag_list": []
}, {
"id": 3219589878,
"status": "success",
"stage": "test",
"name": "create_artifact_job_2",
"ref": "main",
"tag": false,
"coverage": null,
"allow_failure": false,
"created_at": "2022-10-24T18:21:25.111Z",
"started_at": "2022-10-24T18:21:25.922Z",
"finished_at": "2022-10-24T18:21:39.090Z",
"duration": 13.168405,
"queued_duration": 0.464364,
"user": {
"id": 123456789,
[...]
},
"commit": {
"id": "5e0e1f287d20daf2036a3ca71c656dce55999265",
[...]
},
"pipeline": {
"id": 675641982,
[...],
"project": {
"ci_job_token_scope_enabled": false
},
"artifacts_file": {
"filename": "artifacts.zip",
"size": 223
},
"artifacts": [{
"file_type": "archive",
"size": 223,
"filename": "artifacts.zip",
"file_format": "zip"
}, {
"file_type": "metadata",
"size": 153,
"filename": "metadata.gz",
"file_format": "gzip"
}],
"runner": {
"id": 12270845,
[...]
},
"artifacts_expire_at": "2022-10-25T18:21:35.859Z",
"tag_list": []
}, {
"id": 3219589876,
"status": "success",
"stage": "test",
"name": "create_artifact_job_1",
"ref": "main",
"tag": false,
"coverage": null,
"allow_failure": false,
"created_at": "2022-10-24T18:21:25.103Z",
"started_at": "2022-10-24T18:21:25.503Z",
"finished_at": "2022-10-24T18:21:41.407Z",
"duration": 15.904028,
"queued_duration": 0.098837,
"user": {
"id": 123456789,
[...]
},
"commit": {
"id": "5e0e1f287d20daf2036a3ca71c656dce55999265",
[...]
},
"pipeline": {
"id": 123456789,
[...]
},
"web_url": "WEB_URL",
"project": {
"ci_job_token_scope_enabled": false
},
"artifacts_file": {
"filename": "artifacts.zip",
"size": 217
},
"artifacts": [{
"file_type": "archive",
"size": 217,
"filename": "artifacts.zip",
"file_format": "zip"
}, {
"file_type": "metadata",
"size": 152,
"filename": "metadata.gz",
"file_format": "gzip"
}],
"runner": {
"id": 12270857,
},
"artifacts_expire_at": "2022-10-25T18:21:37.808Z",
"tag_list": []
}]
I've been trying to do either of the following using jQ:
Either:
Check if artifacts_file key exists in each iteration and if it does return the (job) id (so .[].id)
Check if artifacts array is empty in each iteration and if it is empty return the (job) id.
In both cases I'm able to do the first part but I am not sure how to return the .id key.
Related stackoverflow questions that I've been trying to utilize and adapt to my case:
jq - return array value if its length is not null
How to check for presence of 'key' in jq before iterating over the values
What I have so far: jq '[.[].artifacts[]|select(length > 0)] | .[]' which returns all the artifacts found (but it doesn't contain the .id of the job).
Checking the existence of a field using has:
.[] | select(has("artifacts_file")).id
3219589878
3219589876
Demo
Checking if a field is an empty array by comparing it to []:
.[] | select(.artifacts == []).id
3219589880
Demo
My original JSON is given below.
[
{
"id": "1",
"name": "AA_1",
"total": "100002",
"files": [
{
"filename": "8665b987ab48511eda9e458046fbc42e.csv",
"filename_original": "some.csv",
"status": "3",
"total": "100002",
"time": "2020-08-24 23:25:49"
}
],
"status": "3",
"created": "2020-08-24 23:25:49",
"filenames": "8665b987ab48511eda9e458046fbc42e.csv",
"is_append": "0",
"is_deleted": "0",
"comment": null
},
{
"id": "4",
"name": "AA_2",
"total": "43806503",
"files": [
{
"filename": "1b4812fe634938928953dd40db1f70b2.csv",
"filename_original": "other.csv",
"status": "3",
"total": "21903252",
"time": "2020-08-24 23:33:43"
},
{
"filename": "63ab85fef2412ce80ae8bd018497d8bf.csv",
"filename_original": "some.csv",
"status": "2",
"total": 0,
"time": "2020-08-24 23:29:30"
}
],
"status": "2",
"created": "2020-08-24 23:35:51",
"filenames": "1b4812fe634938928953dd40db1f70b2.csv&&63ab85fef2412ce80ae8bd018497d8bf.csv",
"is_append": "0",
"is_deleted": "0",
"comment": null
}
]
From this JSON I want to create new objects by combining fields from objects which have status: 2 and their files which also have the same pair, status: 2.
So, I am expecting a JSON array as below.
[
{
"id": "4",
"name": "AA_2",
"file_filename": "63ab85fef2412ce80ae8bd018497d8bf.csv",
"file_status": 2
}
]
So far I tried with this JQ filter:
.[]|select(.status=="2")|[{id:.id,file_filename:.files[].filename,file_status:.files[].status}]
But this produces some invalid data.
[
{
"id": "4", # want to remove this as file.status != 2
"file_filename": "1b4812fe634938928953dd40db1f70b2.csv",
"file_status": "3"
},
{
"id": "4",
"file_filename": "1b4812fe634938928953dd40db1f70b2.csv",
"file_status": "2"
},
{
"id": "4", # Repeat
"file_filename": "63ab85fef2412ce80ae8bd018497d8bf.csv",
"file_status": "3"
},
{
"id": "4", # Repeat
"file_filename": "63ab85fef2412ce80ae8bd018497d8bf.csv",
"file_status": "2"
}
]
How do I filter the new JSON using JQ and remove these duplicate objects?
By applying [] operator to files twice, you're running into a combinatorial explosion. That needs to be avoided, for example:
[ .[] | select(.status == "2") | {id, name} + (.files[] | select(.status == "2") | {file_filename: .filename, file_status: .status}) ]
Online demo
I have been playing around with jq to format a json file but I am having some issues trying to solve a particular transformation. Given a test.json file in this format:
[
{
"name": "A", // This would be the first key
"number": 1,
"type": "apple",
"city": "NYC" // This would be the second key
},
{
"name": "A",
"number": "5",
"type": "apple",
"city": "LA"
},
{
"name": "A",
"number": 2,
"type": "apple",
"city": "NYC"
},
{
"name": "B",
"number": 3,
"type": "apple",
"city": "NYC"
}
]
I was wondering, how can I format it this way using jq?
[
{
"key": "A",
"values": [
{
"key": "NYC",
"values": [
{
"number": 1,
"type": "a"
},
{
"number": 2,
"type": "b"
}
]
},
{
"key": "LA",
"values": [
{
"number": 5,
"type": "b"
}
]
}
]
},
{
"key": "B",
"values": [
{
"key": "NYC",
"values": [
{
"number": 3,
"type": "apple"
}
]
}
]
}
]
I have followed this thread Using jq, convert array of name/value pairs to object with named keys and tried to group the json using this expression
jq '. | group_by(.name) | group_by(.city) ' ./test.json
but I have not been able to add the keys in the output.
You'll want to group the items at the different levels and building out your result objects as you want.
group_by(.name) | map({
key: .[0].name,
values: (group_by(.city) | map({
key: .[0].city,
values: map({number,type})
}))
})
Just keep in mind that group_by/1 yields groups in a sorted order. You'll probably want an implementation that preserves that order.
def group_by_unsorted(key_selector):
reduce .[] as $i ({};
.["\($i|key_selector)"] += [$i]
)|[.[]];
Got a json input like this:
[
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322460000,
"value": "0.0"
}
},
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322160000,
"value": "0.0"
}
},
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": "3423.25"
}
]
The third object doesnot have a timestamp on it. How could I return all the object only have a timestamp on it. Like the following:
[
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322460000,
"value": "0.0"
}
},
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322160000,
"value": "0.0"
}
}
]
Many thanks in advance.
Cheers,
Vincent
map( select ( .values | has("timestamp")? ))
and here's an alternative solution, using a walk-path unix tool for JSON: jtc:
bash $ <file.json jtc -w'<timestamp>l:[-2]' -j
[
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322460000,
"value": "0.0"
}
},
{
"dimensions": "helloworld",
"metrics": "sum(is_error)",
"values": {
"timestamp": 1558322160000,
"value": "0.0"
}
}
]
bash $
it finds each (all) label timestamp, then goes 2 levels up from the found json entry and prints found Json element. -j wraps all printed walks back into array.
PS> Disclosure: I'm the creator of the jtc tool
Working example:
[ .[] | select (.values | has("timestamp")?) ]
https://jqplay.org/s/n5jsRsPMhW
Or alternative:
[ .[] | select (.values.timestamp?) ]
https://jqplay.org/s/HRWV44YgUp
P.S. This one was incorrect because of after .[] you are working with each item separately, not with array. So 'map' function is unnecessary.
I have a deep json. Sometimes, I need to look for the json path for a key containing certain word.
{
"apiVersion": "v1",
"kind": "Pod",
"metadata": {
"creationTimestamp": "2019-03-28T21:09:42Z",
"labels": {
"bu": "finance",
"env": "prod"
},
"name": "auth",
"namespace": "default",
"resourceVersion": "2786",
"selfLink": "/api/v1/namespaces/default/pods/auth",
"uid": "ce73565a-519d-11e9-bcb7-0242ac110009"
},
"spec": {
"containers": [
{
"command": [
"sleep",
"4800"
],
"image": "busybox",
"imagePullPolicy": "Always",
"name": "busybox",
"resources": {},
"terminationMessagePath": "/dev/termination-log",
"terminationMessagePolicy": "File",
"volumeMounts": [
{
"mountPath": "/var/run/secrets/kubernetes.io/serviceaccount",
"name": "default-token-dbpcm",
"readOnly": true
}
]
}
],
"dnsPolicy": "ClusterFirst",
"nodeName": "node01",
"priority": 0,
"restartPolicy": "Always",
"schedulerName": "default-scheduler",
"securityContext": {},
"serviceAccount": "default",
"serviceAccountName": "default",
"terminationGracePeriodSeconds": 30,
"tolerations": [
{
"effect": "NoExecute",
"key": "node.kubernetes.io/not-ready",
"operator": "Exists",
"tolerationSeconds": 300
},
{
"effect": "NoExecute",
"key": "node.kubernetes.io/unreachable",
"operator": "Exists",
"tolerationSeconds": 300
}
],
"volumes": [
{
"name": "default-token-dbpcm",
"secret": {
"defaultMode": 420,
"secretName": "default-token-dbpcm"
}
}
]
},
"status": {
"conditions": [
{
"lastProbeTime": null,
"lastTransitionTime": "2019-03-28T21:09:42Z",
"status": "True",
"type": "Initialized"
},
{
"lastProbeTime": null,
"lastTransitionTime": "2019-03-28T21:09:50Z",
"status": "True",
"type": "Ready"
},
{
"lastProbeTime": null,
"lastTransitionTime": null,
"status": "True",
"type": "ContainersReady"
},
{
"lastProbeTime": null,
"lastTransitionTime": "2019-03-28T21:09:42Z",
"status": "True",
"type": "PodScheduled"
}
],
"containerStatuses": [
{
"containerID": "docker://b5be8275555ad70939401d658bb4e504b52215b70618ad43c2d0d02c35e1ae27",
"image": "busybox:latest",
"imageID": "docker-pullable://busybox#sha256:061ca9704a714ee3e8b80523ec720c64f6209ad3f97c0ff7cb9ec7d19f15149f",
"lastState": {},
"name": "busybox",
"ready": true,
"restartCount": 0,
"state": {
"running": {
"startedAt": "2019-03-28T21:09:49Z"
}
}
}
],
"hostIP": "172.17.0.37",
"phase": "Running",
"podIP": "10.32.0.4",
"qosClass": "BestEffort",
"startTime": "2019-03-28T21:09:42Z"
}
}
Currently If i need the podIP, then I do that this way to find the object which has the search keyword and then I build the path
curl myson | jq "[paths]" | grep "IP" --context=10
Is there any nice shortcut to simplify this? What I really need is - all the paths which could have the matching key.
spec.podIP
spec.hostIP
select paths containing keyword in their last element, and use join(".") to generate your desired output.
paths
| select(.[-1] | type == "string" and contains("keyword"))
| join(".")
.[-1] returns the last element of an array,
type == "string" is required because an array index is a number and numbers and strings can't be checked for their containment.
You may want to specify -r option.
As #JeffMercado implicitly suggested you can set the query from command line without touching the script:
jq -r 'paths
| select(.[-1] | type == "string" and contains($q))
| join(".")' file.json --arg q 'keyword'
You can stream the input in, which provides paths and values. You could then inspect the paths and optionally output the values.
$ jq --stream --arg pattern 'IP' '
select(length == 2 and any(.[0][] | strings; test($pattern)))
| "\(.[0] | join(".")): \(.[1])"
' input.json
"status.hostIP: 172.17.0.37"
"status.podIP: 10.32.0.4"
shameless plug
https://github.com/TomConlin/json_to_paths
because sometime you do not even know the component you want to filter for before you see what is there.
json2jqpath.jq file.json
.
.apiVersion
.kind
.metadata
.metadata|.creationTimestamp
.metadata|.labels
.metadata|.labels|.bu
.metadata|.labels|.env
.metadata|.name
.metadata|.namespace
.metadata|.resourceVersion
.metadata|.selfLink
.metadata|.uid
.spec
.spec|.containers
.spec|.containers|.[]
.spec|.containers|.[]|.command
.spec|.containers|.[]|.command|.[]
.spec|.containers|.[]|.image
.spec|.containers|.[]|.imagePullPolicy
.spec|.containers|.[]|.name
.spec|.containers|.[]|.resources
.spec|.containers|.[]|.terminationMessagePath
.spec|.containers|.[]|.terminationMessagePolicy
.spec|.containers|.[]|.volumeMounts
.spec|.containers|.[]|.volumeMounts|.[]
.spec|.containers|.[]|.volumeMounts|.[]|.mountPath
.spec|.containers|.[]|.volumeMounts|.[]|.name
.spec|.containers|.[]|.volumeMounts|.[]|.readOnly
.spec|.dnsPolicy
.spec|.nodeName
.spec|.priority
.spec|.restartPolicy
.spec|.schedulerName
.spec|.securityContext
.spec|.serviceAccount
.spec|.serviceAccountName
.spec|.terminationGracePeriodSeconds
.spec|.tolerations
.spec|.tolerations|.[]
.spec|.tolerations|.[]|.effect
.spec|.tolerations|.[]|.key
.spec|.tolerations|.[]|.operator
.spec|.tolerations|.[]|.tolerationSeconds
.spec|.volumes
.spec|.volumes|.[]
.spec|.volumes|.[]|.name
.spec|.volumes|.[]|.secret
.spec|.volumes|.[]|.secret|.defaultMode
.spec|.volumes|.[]|.secret|.secretName
.status
.status|.conditions
.status|.conditions|.[]
.status|.conditions|.[]|.lastProbeTime
.status|.conditions|.[]|.lastTransitionTime
.status|.conditions|.[]|.status
.status|.conditions|.[]|.type
.status|.containerStatuses
.status|.containerStatuses|.[]
.status|.containerStatuses|.[]|.containerID
.status|.containerStatuses|.[]|.image
.status|.containerStatuses|.[]|.imageID
.status|.containerStatuses|.[]|.lastState
.status|.containerStatuses|.[]|.name
.status|.containerStatuses|.[]|.ready
.status|.containerStatuses|.[]|.restartCount
.status|.containerStatuses|.[]|.state
.status|.containerStatuses|.[]|.state|.running
.status|.containerStatuses|.[]|.state|.running|.startedAt
.status|.hostIP
.status|.phase
.status|.podIP
.status|.qosClass
.status|.startTime