This page explains how to use the array_concat function in APL.
The array_concat
function in APL (Axiom Processing Language) concatenates two or more arrays into a single array. Use this function when you need to merge multiple arrays into a single array structure. It’s particularly useful for situations where you need to handle and combine collections of elements across different fields or sources, such as log entries, OpenTelemetry trace data, or security logs.
If you come from other query languages, this section explains how to adjust your existing queries to achieve the same results in APL.
array1
: The first array to concatenate.array2
: The second array to concatenate....
: Additional arrays to concatenate.An array containing all elements from the input arrays in the order they are provided.
In log analysis, you can use array_concat
to merge collections of user requests into a single array to analyze request patterns across different endpoints.
Query
Output
_time | uri | method | combined_requests |
---|---|---|---|
2024-10-28T12:30:00 | /api/v1/textdata/cnfigs | POST | [“/api/v1/textdata/cnfigs”, “POST”] |
This example concatenates the uri
and method
values into a single array for each log entry, allowing for combined analysis of access patterns and request methods in log data.
In log analysis, you can use array_concat
to merge collections of user requests into a single array to analyze request patterns across different endpoints.
Query
Output
_time | uri | method | combined_requests |
---|---|---|---|
2024-10-28T12:30:00 | /api/v1/textdata/cnfigs | POST | [“/api/v1/textdata/cnfigs”, “POST”] |
This example concatenates the uri
and method
values into a single array for each log entry, allowing for combined analysis of access patterns and request methods in log data.
In OpenTelemetry traces, use array_concat
to join span IDs and trace IDs for a comprehensive view of trace behavior across services.
Query
Output
combined_ids |
---|
[“span1”, “trace1”, “span2”, …] |
_time | trace_id | span_id | combined_ids |
---|---|---|---|
2024-10-28T12:30:00 | trace_abc123 | span_001 | [“trace_abc123”, “span_001”] |
This example creates an array containing both span_id
and trace_id
values, offering a unified view of the trace journey across services.
In security logs, array_concat
can consolidate multiple IP addresses or user IDs to detect potential attack patterns involving different locations or users.
Query
Output
_time | id | geo.city | combined_ids |
---|---|---|---|
2024-10-28T12:30:00 | fc1407f5-04ca-4f4e-ad01-f72063736e08 | Avenal | [“fc1407f5-04ca-4f4e-ad01-f72063736e08”, “Avenal”] |
This query combines failed user IDs and cities where the request originated, allowing security analysts to detect suspicious patterns or brute force attempts from different regions.