I am using gcloud ai-platform predict to call an endpoint and get predictions as below using json-request and not json-response
gcloud ai-platform predict --json-request instances.json
The response is however not json and hense cannot be read further causing other complications. Below is the response.
VAL HS
0.5 {'hs_1': [[-0.134501, -0.307326, -0.151994, -0.065352, -0.14138]], 'hs_2' : [[-0.134501, -0.307326, -0.151994, -0.065352, 0.020759]]}
Can gcloud ai-platform predict return a json instead or may be parse it differently. ?
Thanks for your help.
Apparently, your output is a table with headers and two columns: a score and the (alleged) JSON content. You should extract the second column of any preferred data row (your example only has one but in general you might receive several score-JSON pairs). Maybe your API already offers functionality to extract a certain 'state', e.g. the one with the highest score. If not, a simple awk or sed script can get this job done easily.
Then, the only remaining issue before having proper JSON (which can then be queried by jq) is with the quoting style. Your output encloses field names with ' instead of " ('lstm_1' instead of "lstm_1"). Correcting thin, unfortunately, is a not-so-easy task if you can expect to receive arbitrarily complex JSON data (such as strings containing quotation marks etc.). However, if your JSON will always look as simple as in the example provided, simply substituting the wrong for the right one becomes an easy task again for tools like awk or sed.
For instance, using sed on your example output to select the second line (which is the first data row), drop everything from the beginning until but not including the first opening curly brace (which marks the beginning of the second column), make said substitutions and pipe the result into jq:
... | sed -n "2{s/^[^{]\+//;s/'/\"/g;p;q}" | jq .
{
"lstm_1": [
[
-0.13450142741203308,
-0.3073260486125946,
-0.15199440717697144,
-0.06535257399082184,
-0.1413831114768982
]
],
"lstm_2": [
[
-0.13450142741203308,
-0.3073260486125946,
-0.15199440717697144,
-0.06535257399082184,
0.02075939252972603
]
]
}
[Edited to reflect upon a comment]
If you want to utilize the score as well, let jq handle it. For instance:
... | sed -n "2{s/'/\"/g;p;q}" | jq -s '{score:first,status:last}'
{
"score": 0.548,
"status": {
"lstm_1": [
[
-0.13450142741203308,
-0.3073260486125946,
-0.15199440717697144,
-0.06535257399082184,
-0.1413831114768982
]
],
"lstm_2": [
[
-0.13450142741203308,
-0.3073260486125946,
-0.15199440717697144,
-0.06535257399082184,
0.02075939252972603
]
]
}
}
[Edited to reflect upon changes in the OP]
As changes affected only names and values but no structure, the hitherto valid approach still holds:
... | sed -n "2{s/'/\"/g;p;q}" | jq -s '{val:first,hs:last}'
{
"val": 0.5,
"hs": {
"hs_1": [
[
-0.134501,
-0.307326,
-0.151994,
-0.065352,
-0.14138
]
],
"hs_2": [
[
-0.134501,
-0.307326,
-0.151994,
-0.065352,
0.020759
]
]
}
}
I need to grab variables from JSON properties.
The JSON array looks like this (GitHub API for repository tags), which I obtain from a curl request.
[
{
"name": "my-tag-name",
"zipball_url": "https://api.github.com/repos/path-to-my-tag-name",
"tarball_url": "https://api.github.com/repos/path-to-my-tag-name-tarball",
"commit": {
"sha": "commit-sha",
"url": "https://api.github.com/repos/path-to-my-commit-sha"
},
"node_id": "node-id"
},
{
"name": "another-tag-name",
"zipball_url": "https://api.github.com/repos/path-to-my-tag-name",
"tarball_url": "https://api.github.com/repos/path-to-my-tag-name-tarball",
"commit": {
"sha": "commit-sha",
"url": "https://api.github.com/repos/path-to-my-commit-sha"
},
"node_id": "node-id"
},
]
In my actual JSON there are 100s of objects like these.
While I loop each one of these I need to grab the name and the commit URL, then perform more operations with these two variables before I get to the next object and repeat.
I tried (with and without -r)
tags=$(curl -s -u "${GITHUB_USERNAME}:${GITHUB_TOKEN}" -H "Accept: application/vnd.github.v3+json" "https://api.github.com/repos/path-to-my-repository/tags?per_page=100&page=${page}")
for row in $(jq -r '.[]' <<< "$tags"); do
tag=$(jq -r '.name' <<< "$row")
# I have also tried with the syntax:
url=$(echo "${row}" | jq -r '.commit.url')
# do stuff with $tag and $url...
done
But I get errors like:
parse error: Unfinished JSON term at EOF at line 2, column 0 jq: error
(at :1): Cannot index string with string "name" } parse error:
Unmatched '}' at line 1, column 1
And from the terminal output it appears that it is trying to parse $row in a strange way, trying to grab .name from every substring? Not sure.
I am assuming the output from $(jq '.[]' <<< "$tags") could be valid JSON, from which I could again use jq to grab the object properties I need, but maybe that is not the case? If I output ${row} it does look like valid JSON to me, and I tried pasting the results in a JSON validator, everything seems to check out...
How do I grab the ".name" and ".commit.url" for each of these object before I move onto the next one?
Thanks
It would be better to avoid calling jq more than once. Consider, for example:
while read -r name ; do
read -r url
echo "$name" "$url"
done < <( curl .... | jq -r '.[] | .name, .commit.url' )
where curl .... signifies the relevant invocation of curl.
I have a JSON file very similar to the following:
[
{
"uuid": "832390ed-58ed-4338-bf97-eb42f123d9f3",
"name": "Nacho"
},
{
"uuid": "5b55ea5e-96f4-48d3-a258-75e152d8236a",
"name": "Taco"
},
{
"uuid": "a68f5249-828c-4265-9317-fc902b0d65b9",
"name": "Burrito"
}
]
I am trying to figure out how to use the JQ command line processor to first find the UUID that I input and based on that output the name of the associated item. So for example, if I input UUID a68f5249-828c-4265-9317-fc902b0d65b9 it should search the JSON file, find the matching UUID and then return the name Burrito. I am doing this in Bash. I realize it may require some outside logic in addition to JQ. I will keep thinking about it and put an update here in a bit. I know I could do it in an overly complicated way, but I know there is probably a really simple JQ method of doing this in one or two lines. Please help me.
https://shapeshed.com/jq-json/#how-to-find-a-key-and-value
You can use select:
jq -r --arg query Burrito '.[] | select( .name == $query ) | .uuid ' tst.json
I am trying to form a JSON construct using jq that should ideally look like below:-
{
"api_key": "XXXXXXXXXX-7AC9-D655F83B4825",
"app_guid": "XXXXXXXXXXXXXX",
"time_start": 1508677200,
"time_end": 1508763600,
"traffic": [
"event"
],
"traffic_including": [
"unattributed_traffic"
],
"time_zone": "Australia/NSW",
"delivery_format": "csv",
"columns_order": [
"attribution_attribution_action",
"attribution_campaign",
"attribution_campaign_id",
"attribution_creative",
"attribution_date_adjusted",
"attribution_date_utc",
"attribution_matched_by",
"attribution_matched_to",
"attribution_network",
"attribution_network_id",
"attribution_seconds_since",
"attribution_site_id",
"attribution_site_id",
"attribution_tier",
"attribution_timestamp",
"attribution_timestamp_adjusted",
"attribution_tracker",
"attribution_tracker_id",
"attribution_tracker_name",
"count",
"custom_dimensions",
"device_id_adid",
"device_id_android_id",
"device_id_custom",
"device_id_idfa",
"device_id_idfv",
"device_id_kochava",
"device_os",
"device_type",
"device_version",
"dimension_count",
"dimension_data",
"dimension_sum",
"event_name",
"event_time_registered",
"geo_city",
"geo_country",
"geo_lat",
"geo_lon",
"geo_region",
"identity_link",
"install_date_adjusted",
"install_date_utc",
"install_device_version",
"install_devices_adid",
"install_devices_android_id",
"install_devices_custom",
"install_devices_email_0",
"install_devices_email_1",
"install_devices_idfa",
"install_devices_ids",
"install_devices_ip",
"install_devices_waid",
"install_matched_by",
"install_matched_on",
"install_receipt_status",
"install_san_original",
"install_status",
"request_ip",
"request_ua",
"timestamp_adjusted",
"timestamp_utc"
]
}
What I have tried unsuccessfully thus far is below:-
json_construct=$(cat <<EOF
{
"api_key": "6AEC90B5-4169-59AF-7AC9-D655F83B4825",
"app_guid": "komacca-s-rewards-app-au-ios-production-cv8tx71",
"time_start": 1508677200,
"time_end": 1508763600,
"traffic": ["event"],
"traffic_including": ["unattributed_traffic"],
"time_zone": "Australia/NSW",
"delivery_format": "csv"
"columns_order": ["attribution_attribution_action","attribution_campaign","attribution_campaign_id","attribution_creative","attribution_date_adjusted","attribution_date_utc","attribution_matched_by","attribution_matched_to","attributio
network","attribution_network_id","attribution_seconds_since","attribution_site_id","attribution_tier","attribution_timestamp","attribution_timestamp_adjusted","attribution_tracker","attribution_tracker_id","attribution_tracker_name","
unt","custom_dimensions","device_id_adid","device_id_android_id","device_id_custom","device_id_idfa","device_id_idfv","device_id_kochava","device_os","device_type","device_version","dimension_count","dimension_data","dimension_sum","ev
t_name","event_time_registered","geo_city","geo_country","geo_lat","geo_lon","geo_region","identity_link","install_date_adjusted","install_date_utc","install_device_version","install_devices_adid","install_devices_android_id","install_
vices_custom","install_devices_email_0","install_devices_email_1","install_devices_idfa","install_devices_ids","install_devices_ip","install_devices_waid","install_matched_by","install_matched_on","install_receipt_status","install_san_
iginal","install_status","request_ip","request_ua","timestamp_adjusted","timestamp_utc"]
}
EOF)
followed by:-
echo "$json_construct" | jq '.'
I get the following error:-
parse error: Expected separator between values at line 10, column 15
I am guessing it is because of the string literal which spans to multiple lines that jq is unable to parse it.
Use jq itself:
my_formatted_json=$(jq -n '{
"api_key": "XXXXXXXXXX-7AC9-D655F83B4825",
"app_guid": "XXXXXXXXXXXXXX",
"time_start": 1508677200,
"time_end": 1508763600,
"traffic": ["event"],
"traffic_including": ["unattributed_traffic"],
"time_zone": "Australia/NSW",
"delivery_format": "csv",
"columns_order": [
"attribution_attribution_action",
"attribution_campaign",
...,
"timestamp_utc"
]
}')
Your input "JSON" is not valid JSON, as indicated by the error message.
The first error is that a comma is missing after the key/value pair: "delivery_format": "csv", but there are others -- notably, JSON strings cannot be split across lines. Once you fix the key/value pair problem and the JSON strings that are split incorrectly, jq . will work with your text. (Note that once your input is corrected, the longest JSON string is quite short -- 50 characters or so -- whereas jq has no problems processing strings of length 10^8 quite speedily ...)
Generally, jq is rather permissive when it comes to JSON-like input, but if you're ever in doubt, it would make sense to use a validator such as the online validator at jsonlint.com
By the way, the jq FAQ does suggest various ways for handling input that isn't strictly JSON -- see https://github.com/stedolan/jq/wiki/FAQ#processing-not-quite-valid-json
Along the lines of chepner's suggestion since jq can read raw text data you could just use a jq filter to generate a legal json object from your script variables. For example:
#!/bin/bash
# whatever logic you have to obtain bash variables goes here
key=XXXXXXXXXX-7AC9-D655F83B4825
guid=XXXXXXXXXXXXXX
# now use jq filter to read raw text and construct legal json object
json_construct=$(jq -MRn '[inputs]|map(split(" ")|{(.[0]):.[1]})|add' <<EOF
api_key $key
app_guid $guid
EOF)
echo $json_construct
Sample Run (assumes executable script is in script.sh)
$ ./script.sh
{ "api_key": "XXXXXXXXXX-7AC9-D655F83B4825", "app_guid": "XXXXXXXXXXXXXX" }
Try it online!
This is seemingly a very basic question. I am new to JSON, so I am prepared for the incoming facepalm.
I have the following JSON file (test-app-1.json):
"application.name": "test-app-1",
"environments": {
"development": [
"server1"
],
"stage": [
"server2",
"server3"
],
"production": [
"server4",
"server5"
]
}
The intent is to use this as a configuration file and reference for input validation.
I am using bash 3.2 and will be using jq 1.4 (not the latest) to read the JSON.
The problem:
I need to return all values in the specified JSON array based on an argument.
Example: (how the documentation and other resources show that it should work)
APPLICATION_ENVIRONMENT="developement"
jq --arg appenv "$APPLICATION_ENVIRONMENT" '.environments."$env[]"' test-app-1.json
If executed, this returns null. This should return server1.
Obviously, if I specify text explicitly matching the JSON arrays under environment, it works just fine:
jq 'environments.development[]' test-app-1.json returns: server1.
Limitations: I am stuck to jq 1.4 for this project. I have tried the same actions in 1.5 on a different machine with the same null results.
What am I doing wrong here?
jq documentation: https://stedolan.github.io/jq/manual/
You have three issues - two typos and one jq filter usage issue:
set APPLICATION_ENVIRONMENT to development instead of developement
use variable name consistently: if you define appenv, use $appenv, not $env
address with .environments[$appenv]
When fixed, looks like this:
$ APPLICATION_ENVIRONMENT="development"
$ jq --arg appenv "$APPLICATION_ENVIRONMENT" '.environments[$appenv][]' test-app-1.json
"server1"