How to extract more than one field from json in Nifi? - apache-nifi

I have JSON payload like this;
{
"id": "",
"name": "",
"A": {...},
"B": {...},
"C": {...}
}
And I want to extract A, B and C fields with id and name field as different record. Like this;
{
"id": "",
"name": "",
"A": {...}
}
{
"id": "",
"name": "",
"B": {...}
}
{
"id": "",
"name": "",
"C": {...}
}
I'm using record based processors. But I don't know that how can I do this in Nifi using record based processors.

The "EvaluateJsonPath" is probably what you're looking for. You can add JSONPath expressions, that will be converted to attributes, or written to the flowfile.
http://jsonpath.com/ is a handy web tool to test your expressions.

If you want to use record based processors, then JoltTransformRecord would do the trick. Just set Jolt Transformation DSL as Chain and Jolt Specification as:
[
{
"operation": "shift",
"spec": {
"id": "id",
"name": "name",
"*": {
"#": "array.&"
}
}
},
{
"operation": "shift",
"spec": {
"array": {
"*": {
"#(2,id)": "[#2].id",
"#(2,name)": "[#2].name",
"#": "[#2].&"
}
}
}
}
]
This will first put your unique elements in an array and separate the common keys from them, then it will put the common keys in all of the elements while extracting the array to a top array.
Then, if you want them as different FlowFiles too, you can SplitRecord the array and you got it!

Related

How to use JSONpath to extract specific values

I'm using JSONpath to try and find data with an array of JSON objects but I'm struggling to get to the information I want. The array contains many objects similar to below where there are values for RecID throughout. If I use $..RecID I get them all when I only want the first Key.RecID of each object (with a value 1338438 in this example). Is there a way to only extract the top level Key.RecID value?
BTW I'm trying to do this in jMeter and I'm assuming JSONpath is the best way to do what I want but if there is a better way I'd be happy to hear about it.
Thanks in advance
[{
"Key": {
"RecID": 1338438
},
"Users": [{
"FullName": "Miss Burns",
"Users": {
"Key": {
"Name": "Burns",
"RecID": 1317474
}
}
},
{
"FullName": "Mrs Fisher",
"Users": {
"Key": {
"Name": "Fisher",
"RecID": 1317904
}
}
}
],
"User": {
"FullName": "Mrs Fisher",
"Key": {
"Name": "Fisher",
"RecID": 1317904
}
},
"Organisation": {
"Key": {
"RecID": 1313881
}
}
}]

Nifi JOLT: flat JSON object to a list of JSON object

I am trying with Nifi JOLT processor to shift the flat JSON object to a list of JSON object as in below output. The params "p_7_1_0", "px_2_7_1_0", "pv_7_1_1" may be different in names or numbers (e.g. I could have { "timestamp": 1559347670, "pw_2_1_0": 1, "p_2_2_1_0": 1 } )
Could someone help me with the jolt specs?
Input Json:
{
"timestamp": 1559347670,
"p_7_1_0": 6,
"px_2_7_1_0": 1,
"pv_7_1_1": 1
}
Expected output JSON:
{
"values": [
{
"key": "p_7_1_0",
"value": 6,
"timestamp": 1559347670
},
{
"key": "px_2_7_1_0",
"value": 1,
"timestamp": 1559347670
},
{
"key": "pv_7_1_1",
"value": 1,
"timestamp": 1559347670
}
]
}
Thanks in advance
After reading up on this question JOLT transformation to copy single value along an array
and the answer
https://stackoverflow.com/a/50438480/2733184
I can see that what you want is eerily similar. However, I would have never hit the nail on the head with the question that needed to be asked.
I encourage you to go to the aforementioned Q and the A, read all of it (including the comments inside the spec) and give them some upvotes.
[
{
"operation": "shift",
"spec": {
"timestamp": "timestamp",
// put everything but the timestamp in a member (the pivot)
"*": "all.&"
}
},
{
"operation": "shift",
"spec": {
"all": {
"*": {
// grab the member key and put it in its final place
"$": "values[#2].key",
// grab the member value and put it in its final place
"#": "values[#2].value",
// Walk back two steps (* -> all -> root) and grab the timestamp
"#(2,timestamp)": "values[#2].timestamp"
// I wish I understood the logic behind "#2" but I don't
// and I'll have to read on it further
}
}
}
}
]
I hope someone can explain what # is for. My immediate guess is that it is like & (the member name) but it looks like it is the member position (?).

JoltTransformJson: Transform JSON Array with and add static value to each item from a FlowFile attribute

I need to transform a JSON response from one time-series DB and output it to as a response in a new format.
Having an input JSON array, I need to transform it with JoltTransformJson (NiFi) and add a key-value for each item from a FlowFile attribute.
This is my input JSON:
{
"Items": [
{
"Timestamp": "2020-04-29T07:46:20.558731Z",
"Value": 66.0303
},
{
"Timestamp": "2020-04-29T07:46:35.558731Z",
"Value": 69.11584
}
]
}
The desired output should be:
[{
"sensor_id": "xyz",
"sample_time": "2020-04-29T07:46:20.558731Z",
"sample_value": 66.0303
}, {
"sensor_id": "xyz",
"sample_time": "2020-04-29T07:46:35.558731Z",
"sample_value": 69.11584
}]
where sensor_id is a FlowFile attribute...
I came across to this spec:
[{
"operation": "shift",
"spec": {
"Items": {
"*": {
"#Timestamp": "[#2].sample_time",
"#Value": "[#2].sample_value",
"${sensor_id}": "[#2].sensor_id"
}
}
}
}]
But I cannot get the sensor_id in the output json.... instead, this is what I get:
[{
"sample_time": "2020-04-29T07:46:20.558731Z",
"sample_value": 66.0303
}, {
"sample_time": "2020-04-29T07:46:35.558731Z",
"sample_value": 69.11584
}]
Finally I've managed to project the ${sensor_id} into the output json, what was missing is #, so the final spec will be:
[{
"operation": "shift",
"spec": {
"Items": {
"*": {
"#Timestamp": "[#2].sample_time",
"#Value": "[#2].sample_value",
"#${sensor_id}": "[#2].sensor_id"
}
}
}
}]
Now, I've found that the Timestamp returned from my time-series DB is not exact what I need it to be. Instead I would like to convert it to integer timestamp (epoch sinse 1970)... Any idea how this can be achieved?

Nifi Jolt duplicate an attribute

I'm new with Jolt and I need to have two field having different name but same value coming from the input JSON.
INPUT:
{
"date": 15746555589,
"sensorid": "23r098hd20c8jd02hd0h02300000000000"
}
DESIDERED OUTPUT:
{
"lastseen": 15746555589,
"firstseen": 15746555589,
"sensorid": "23r098hd20c8jd02hd0h02300000000000"
}
This spec should work:
[
{
"operation": "shift",
"spec": {
"date": "lastseen",
"#(1,date)": "firstseen",
"*": "&"
}
}
]

json formation in nifi using jolt transformjson

I am new to nifi. I need help to make new json template using
jolttransform processor. could anyone please help to make joltspec for this requirement.
From convertavrotojson processor flow file
am getting the following attributes
name, address, id,status
And from its content file, am getting mobileno.
Expecting the following output
{
"id": "1",
"details":[
{
"mobileno": "xxxxx",
"name ": "AAAA",
"address": "addressline1"
}
],
"status" :"true"
}
As you are having name, address, id,status attributes to the flowfile,In new versions of NiFi-1.2+ we can add attributes into json message using jolt.
Try with below jolt spec:-
[
{
"operation": "shift",
"spec": {
"mobileno": "details[0].mobileno"
}
},
{
"operation": "default",
"spec": {
"id":"${id}",
"status":"${status}",
"details[]": {
"*": {
"name":"${name}",
"address":"${address}"
}
}
}
}
]
Jolt Config screenshot:-
For more reference
https://community.hortonworks.com/questions/152046/nifi-how-to-use-jolt-to-add-json-keyvalue-dynamica.html

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