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Running queries with the Query API

This article lists and describes the parameters you can use in Devo Query API query requests as well as the different response formats:

Remember that all API queries must be validated using one of the available authorization methods.

Query request

Add the following path to your endpoint to launch a query:

POST /query

Parameters

Parameter

Type

Description

Parameter

Type

Description

Content-Type *required

String (header)

This is always application/json

Authorization

String (header)

Include this header if you want to use a token to authorize your request. When you use a token, only the Content-Type and Authorization parameters are required.

See Authorizing Query API requests for more information.

x-logtrust-apikey

String (header)

This is the Devo domain API key found in Administration → Credentials.

x-logtrust-sign

String (header)

HMAC SHA-256 using the API_SECRET to sign the concatenation of the api_key, body message and timestamp

x-logtrust-timestamp

String (header)

Timestamp in milliseconds.

query

String (body)

This is the query that you want to run, expressed in LINQ. To find the query's LINQ script, open the query in the Data Search area, then choose Query code editor from the toolbar.

The body of the request must contain either the query or the queryId parameter.

queryId

String (body)

This is the ID of the query that you want to run. To find the query ID, open the query in the Data Search area, then choose Additional Tools → Current query → Get ID.

The body of the request must contain either the query or the queryId parameter.

from *required

Number (body)

The start date as a UTC timestamp in seconds. See the Relative dates section below to learn more about this parameter.

to

Number (body)

The end date as a UTC timestamp in seconds. If this parameter is left out, the query will be continuous. See the Relative dates section below to learn more about this parameter.

mode

Object (body)

This object contains the mode.type parameter to specify the format of the response. If left out of the request body, the default response type JSON will be used.

mode.type

String (body)

The format in which you want the response to be sent. The possible values are:

  • json

  • json/compact

  • json/simple

  • json/simple/compact

  • msgpack

  • csv

  • tsv

  • xls

These response formats are fully described later in this article. When you indicate a response format other than json, you must include the dateFormat and timeZone parameters.

destination

Object (body)

This object specifies where the response should be sent. If this object is left out of the request body, the response will be sent back to the request source.

destination.type

String (body)

This is the type of system to which the response should be sent. The possible values are:

  • hdfs

  • s3

  • email

  • snmp

  • kafka

Depending on the destination.type, additional parameters will be required. See the related HDFS, S3, email, SNMP and Kafka articles.

destination.params

List (body)

Destination parameters, depend on the destination.type. Check the HDFS, Kafka, S3, email and SNMP articles to see the parameters required for each destination.

dateFormat

String (body)

This is only required when you specify a mode.type other than json. The possible formats are:

  • default - yyyy-MM-dd' 'HH:mm:ss.SSS

  • sql - yyyy-MM-dd' 'HH:mm:ss.SSS

  • iso - yyyy-MM-dd'T'HH:mm:ss.SSSXX

timeZone

String (body)

Change the timezone of the query, only for mode types different from JSON. This parameter supports any positive or negative GMT timezones, like GMT-2 or GMT+1

skip/offset

Number (body)

You can use either the skip or offset parameters to skip the first X elements of the query.

limit

Number (body)

Limit the results of the query. The query will stop after returning the first X elements of the query or reaching its end.

ipAsString

Boolean (body)

Set this parameter to true (ipAsString = true)if you want to get IP addresses as dotted strings (for example, 94.2.23.1). If you don't add this parameter in your request or set it to false, IP addresses will be returned as numbers (for example, 1577195265).

progressInfo

Boolean (body)

Set this parameter to true if you want to get progress info about the requested query. You will get an entry p with the timestamp of the event that is being processed at that moment. Progress info will be sent at most once every 5s. 

This is only available if you set mode.type as json/simple/compact. See an example below.

Examples

{ "query": "from demo.ecommerce.data select *", "from": 1519645036, "to": 1519645136, "mode": { "type": "json" }, "destination": { "type": "hdfs", "params": { "param1": "value1", "param1": "value2" } } }

.

{ "from": 1519989362, "mode": { "type": "json/simple" }, "query": "from my.synthesis.vec00.suricataalert group every 30s every 30s select *", "to": 1519989392 }



{ "query": "from demo.ecommerce.data select *", "limit": 10, "from": 1528306922, "to": 1528306952, "mode": { "type": "tsv" } }



Relative dates

A relative date range is a period of time that is relative to the current date (last week, last month, etc). You can add different operators to the from and to parameters of your query request to indicate specific time ranges. Note that the date you enter in the to parameter must always be greater than or equal to the from date.

For all the examples that don't use a timestamp to specify a date, we assume that the moment of execution is 08-10-2018, 14:33:12 UTC.

Dates

Operator

Description

Operator

Description

today

Get the current day at 00:00:00. Note that the timeZone parameter affects the date settings.

  • "from": "today"
    This sets the starting date to 08-10-2018, 00:00:00 UTC


  • "to": "today"
    This sets the ending date to 08-10-2018, 00:00:00 UTC


  • "from": "today"
    "timeZone": "GMT+2"
    This sets the starting date to 08-10-2018, 00:00:00 GMT+2 (07-10-2018, 22:00:00 UTC)


  • "to": "today"
    "timeZone": "GMT+2"
    This sets the ending date to 08-10-2018, 00:00:00 GMT+2 (07-10-2018, 22:00:00 UTC)

now

Get the current day and time

  • "from": "now"
    This sets the starting date to 08-10-2018, 14:33:12 UTC


  • "to": "now"
    This sets the ending date to 08-10-2018, 14:33:12 UTC

endday

If you use this in the from field you will get the current day and the last second of the day. If you use it in the to field you will get the from date and the last second of that day. Note that the timeZone parameter affects the date settings.

  • "from": "endday"
    This sets the starting date to 08-10-2018, 23:59:59 UTC


  • "from": 1515500531 (this timestamp corresponds to 01/09/2018 12:22:11 UTC)
    "to": "endday"
    This sets the ending date to 01-09-2018, 23:59:59 UTC
    .

  • "from": "endday"
    "timeZone": "GMT+2"
    This sets the ending date to 08-10-2018, 23:59:59 GMT+2 (08-10-2018, 21:59:59 UTC)


  • "from": 1515493331 (this timestamp corresponds to 01/09/2018, 12:22:11 GMT+2)
    "to": "endday"
    "timeZone": "GMT+2"
    This sets the ending date to 01-09-2018 23:59:59 GMT+2 (01-09-2018, 21:59:59 UTC)


  • "from": 1515452400 (this timestamp corresponds to 01/09/2018, 01:00:00 GMT+2)
    "to": "endday"
    "timeZone": "GMT+2"
    This sets the ending date to 01-09-2018 23:59:59 GMT+2 (01-09-2018, 21:59:59 UTC)

endmonth

If you use this in the from field you will get the last day of the current month and the last second of that day. If you use it in the to field, you will get last day of the month indicated in the date field and the last second of that day. Note that the timeZone parameter affects the date settings.

  • "from": "endmonth"
    This sets the starting date to 31-10-2018, 23:59:59 UTC


  • "to": "endmonth"
    This sets the ending date to 30-09-2018, 23:59:59 UTC
    .

  • "from": 1536150131 (this timestamp corresponds to 05/09/2018, 12:22:11 UTC)
    "to": "endmonth"
    This sets the ending date to 30-09-2018, 23:59:59 UTC


  • "from": 1536142931 (this timestamp corresponds to 05/09/2018, 12:22:11 GMT+2)
    "to": "endmonth"
    "timeZone": "GMT+2"
    This sets the ending date to 30-09-2018 23:59:59 GMT+2 (30-09-2018, 21:59:59 UTC)

Days

Operator

Description

Operator

Description

d

Enter a number followed by d in the from parameter to substract N days from the current date. If you use it in the to field you will get the from date plus the indicated number of days.

  • "from": "2d"
    This sets the starting date to 06-10-2018, 14:33:12 UTC


  • "from": 1536150131 (this timestamp corresponds to 05-09-2018, 12:22:11 UTC)
    "to": "2d"
    This sets the ending date to 07-09-2018, 12:22:11 UTC



  • "from": "5d"
    "to": "2d"
    This sets the starting date to 03-10-2018, 14:33:12 UTC and the ending date to 05-10-2018, 14:33:12 UTC

ad

Enter a number followed by ad in the from parameter to subtract N days from the current date and set time to 00:00:00. If you use it in the to field you will get the from date plus the indicated number of days and set time to 00:00:00. Note that the timeZone parameter affects the date settings.

  • "from": "2ad"
    This sets the starting date to 06-10-2018, 00:00:00 UTC


  • "from": 1536150131 (this timestamp corresponds to 05-09-2018, 12:22:11 UTC)

    "to": "2ad"
    This sets the ending date to 07-09-2018, 00:00:00 UTC



  • "from":"5ad"
    "to": "2ad"
    This sets the starting date to 03-10-2018, 00:00:00 UTC and the ending date to 05-10-2018, 00:00:00 UTC



  • "from": 1536142931 (this timestamp corresponds to 05/09/2018, 12:22:11 GMT+2)
    "to": "2ad"
    "timeZone": "GMT+2"
    This sets the ending date to 07-09-2018, 00:00:00 GMT+2 (06-09-2018, 22:00:00 UTC)


  • "from": "5ad"
    "to": "2ad"
    "timeZone": "GMT+2"
    This sets the starting date to 03-10-2018, 00:00:00 GMT+2 (02-10-2018, 22:00:00 UTC), and the ending date to 05-10-2018, 00:00:00 GMT+2 (04-10-2018, 22:00:00 UTC)

Hours

Operator

Description

Operator

Description

h

Enter a number followed by h in the from parameter to subtract N hours from the current time. If you use it in the to field you will get the from time plus the indicated number of hours.

  • "from": "2h"
    This sets the starting date to 08-10-2018, 12:33:12 UTC


  • "from": "16h"
    This sets the starting date to 07-10-2018, 22:33:12 UTC


  • "from": 1536150131 (this timestamp corresponds to 05/09/2018, 12:22:11 UTC)

    "to": "2h"
    This sets the ending date to 05-09-2018, 14:22:11 UTC



  • "from": "5h"

    "to": "2h"
    This sets the starting date to 08-10-2018, 09:33:12 UTC and the ending date to 08-10-2018, 11:33:12 UTC

ah

Enter a number followed by ah in the from parameter to subtract N hours from the current date at 00:00:00. If you use it in the to field you will add the indicated number of hours to the from date at 00:00:00. Note that the timeZone parameter affects the date settings.

  • "from": "2ah"
    This sets the starting date to 07-10-2018, 22:00:00 UTC


  • "from": "2ah"
    "timeZone": "GMT+2"
    This sets the starting date to 07-10-2018, 22:00:00 GMT+2 (07-10-2018, 20:00:00 UTC)



  • "from": 1536114131 (this timestamp corresponds to 05-09-2018, 02:22:11 UTC)
    "to": "12ah"
    This sets the starting date to 07-10-2018, 22:00:00 GMT+2 (07-10-2018, 20:00:00 UTC)



  • "from": 1536106931 (this timestamp corresponds to 05-09-2018, 12:22:11 GMT+2)
    "to": "12aH"
    "timeZone": "GMT+2"
    This sets the ending date to 05-09-2018, 12:00:00 GMT+2 (05-09-2018, 10:00:00 UTC)

    .

  • "from": "5ah"
    "to": "21ah"
    This sets the starting date to 07-10-2018, 19:00:00 UTC and the ending date to 07-10-2018, 21:00:00 UTC

Query response formats

Responses to your queries can be either returned to the source of the request, forwarded to an HDFS, S3, SNMP, or Kafka type system, or sent via email.

Given the different possible destinations for query responses, you can also specify the format in which you want the response to be sent. This is specified in the mode.type parameter of the request body. The available response formats are:

Response type JSON

This is the default response format. This means that if you leave out the mode object from the request body, the response will automatically be returned in this format.

So, to receive responses in JSON format, you can either leave the mode object out of the request or you can specify it like this:

The JSON response will include the following fields: 

Field name

Type

Description

Field name

Type

Description

msg/error

String

This describes the error in the case that the request was not successful. This field will be named msg or error depending on the type of error returned.

The corresponding error code will be shown in the status field. Check the possible codes and corresponding messages below.

status

Integer

Numeric value that specifies the error code. When it shows 0, it means no error occured.

These are the possible error codes that you may get. The corresponding error descriptions will be displayed in the msg/error field.

  • 400

  • 401

  • 403

  • 404

  • 500

Also, when you get a 400 status code and the error Bad parameters, the object field will include more information about the specific error returned, as in the following example:

{
    "error": "Bad parameters",
    "status": 400,
    "timestamp": 1584033078759,
    "cid": "XXXX",
    "object": [
        "405: Date from not valid or not found"
    ]
}

object

JSON Object

This object contains the query result. The format of the object's content depends on the query data.

cid

String

An ID value to uniquely identify yourself across multiple systems.

timestamp

String

Indicates the moment when a certain event occurred.

Example

Here is a response in JSON format that occurred without error. 

Response type JSON/compact

To receive responses in JSON/compact format, specify the mode object in your request like this:

The JSON/compact response will include the following fields: 

  • The m object lists the fields included in each query result along with their type and index metadata.

Field name

Description

Field name

Description

type

The data type of the value returned. This will be one of:

timestamp - epoch value in milliseconds

str - string

int8 - 8-byte integer

int4 - 4-byte integer

bool - boolean

float8 - 8-byte floating point

index

An integer value that indicates the position of the field's value in the arrays returned in the object.d object.

  • The metadata object gives information about the fields as an array, and includes the following fields:

Field name

Description

Field name

Description

name

Name of the field.

type

The data type of the value returned. This will be one of:

timestamp - epoch value in milliseconds

str - string

int8 - 8-byte integer

int4 - 4-byte integer

bool - boolean

float8 - 8-byte floating point

  • The object d includes lightweight event info.

Example

Here is an example of a response in JSON/compact format that occurred without error:

Response type JSON/simple

To receive responses in JSON/simple format, specify the mode object in your request like this:

The response is a stream of JSON objects of the values that the query generates with the structure below. When the query does not generate more information, the connection is closed by the server. In case no date to value is requested, the connections are kept alive.

Example

Response type JSON/simple/compact

To receive responses in JSON/simple/compact format, specify the mode object in your request like this:

The response is a stream of JSON objects with the following structure:

  • The m object lists the fields included in each query result along with their type and index metadata.

Field name

Description

Field name

Description

type

The data type of the value returned. This will be one of:

  • timestamp - epoch value in milliseconds

  • str - string

  • int8 - 8-byte integer

  • int4 - 4-byte integer

  • bool - boolean

  • float8 - 8-byte floating point

index

An integer value that indicates the position of the field's value in the arrays returned in the object.d object.

  • The metadata object gives information about the fields as an array, and includes the following fields:

Field name

Description

Field name

Description

name

Name of the field.

type

The data type of the value returned. This will be one of:

  • timestamp - epoch value in milliseconds

  • str - string

  • int8 - 8-byte integer

  • int4 - 4-byte integer

  • bool - boolean

  • float8 - 8-byte floating point

  • The object d includes the array of values with the returned events data. Every row is a valid JSON object.

When the query does not generate more information, the connection is closed by the server. In case no date to value is requested, the connections are kept alive.

You can receive a timestamp indicating the progress data as an entry p in your response, if the progressInfo parameter is set to true in the request.

Example

Response type MsgPack

To receive responses in MsgPack format, specify the mode object in your request like this:

The response format is the same as a JSON object, but encoded using MsgPack, an efficient binary serialization format. See the msgpack website for more information. 

Response type CSV

To receive responses in CSV format, specify the mode object in your request like this:

The system will return the information in CSV (Comma Separated Values) format. The following is a simple example of a CSV response.

Example

eventdate,domain,userEmail,country,count
2017-03-01 12:00:00.000,none,,,3
2017-03-01 12:00:00.000,user1@devo.com,0:0:0:0:0:0:0:1,,18
2017-03-01 12:00:00.000,none,user2@devo.com,,7
2017-03-01 13:00:00.000,user3@devo.com,127.0.0.1,,10
2017-03-01 13:00:00.000,user4@devo.com,0:0:0:0:0:0:0:1,,28
2017-03-01 13:00:00.000,dom,user5@devo.com,,15

eventdate,domain,userEmail,country,count
2017-03-01 12:00:00.000,none,,,3
2017-03-01 12:00:00.000,user1@devo.com,0:0:0:0:0:0:0:1,,18
2017-03-01 12:00:00.000,none,user2@devo.com,,7
2017-03-01 13:00:00.000,user3@devo.com,127.0.0.1,,10
2017-03-01 13:00:00.000,user4@devo.com,0:0:0:0:0:0:0:1,,28
2017-03-01 13:00:00.000,dom,user5@devo.com,,15

Response type TSV

To receive responses in TSV format, specify the mode object in your request like this:

The system will return the information in CSV (Comma Separated Values) format. The following is a simple example of a TSV response.

Example

eventdate domain userEmail country count
2017-03-01 12:00:00.000 none 3
2017-03-01 12:00:00.000 user1@devo.com 0:0:0:0:0:0:0:1 18
2017-03-01 12:00:00.000 none user2@devo.com 7
2017-03-01 13:00:00.000 user3@devo.com 127.0.0.1 10
2017-03-01 13:00:00.000 user4@devo.com 0:0:0:0:0:0:0:1 28
2017-03-01 13:00:00.000 dom user5@devo.com 15

eventdate domain userEmail country count
2017-03-01 12:00:00.000 none 3
2017-03-01 12:00:00.000 user1@devo.com 0:0:0:0:0:0:0:1 18
2017-03-01 12:00:00.000 none user2@devo.com 7
2017-03-01 13:00:00.000 user3@devo.com 127.0.0.1 10
2017-03-01 13:00:00.000 user4@devo.com 0:0:0:0:0:0:0:1 28
2017-03-01 13:00:00.000 dom user5@devo.com 15

Response type Excel

To receive responses in XLS format, specify the mode object in your request like this:

The system sends the query results in a Microsoft Excel format file.