Logs API Payload Model

The SigNoz Logs API uses a JSON payload for queries, which includes various fields and nested fields. This document provides a detailed explanation of each field to help users construct effective queries.

Top-level

The top-level of the payload model has the following fields:

NAME	DESCRIPTION
start	Epoch timestamp marking the start of the query range (in milliseconds or nanoseconds)
end	Epoch timestamp marking the end of the query range (in milliseconds or nanoseconds)
step	Aggregation interval for the query, specified in seconds
compositeQuery	This contains the compositeQuery which is explained below

Composite Query

The compositeQuery field consists of:

NAME	DESCRIPTION
queryType	Type of query (e.g., builder, clickhouse, prometheus).Scope of this documentation is limited to builder type
panelType	Type of panel (e.g., list, graph, table)
offset	Offset used in pagination
pageSize	Number of items to fetch, used in list view
limit	For list view: - Maximum number of items to be paginate, i.e., offset + pageSize cannot exceed limit, For aggregation:- limit on the results
builderQueries	Map of builderQuery

Builder Query

A builderQuery consists of:

NAME	DESCRIPTION
stepInterval	Aggregation interval for query in seconds
queryName	Name of the query, should match the key to this map value
dataSource	Source of data, e.g., logs
aggregateOperator	Type of aggregation - noop, count, count_distinct, sum, avg, min, max, p05, p10, p20, p25, p50, p75, p90, p95, p99, rate, sum_rate, avg_rate, min_rate, max_rate, rate_sum, rate_avg, rate_min, rate_max
aggregateAttribute	The attribute against which the aggregateOperator is applied
filters	Array of filter used for filtering data
groupBy	Array of attribute used for groupBy
expression	Will be same as query name but different in case of formulas
disabled	Specifies if the query is disabled

Filter

A filter consists of:

NAME	DESCRIPTION
items	Array of filterItem
op	Operator defining how filter items are joined (e.g., AND).

Filter Item

The filterItem includes:

NAME	DESCRIPTION
key	Corresponding attribute
op	Operators - =, !=, >, >=, <, <=, in, nin, contains, ncontains, regex, nregex, like, nlike, exists, nexists, has, nhas
value	Value for the filter, can be empty for some op

📝 Note

The value parameter will be empty for exists and nexists.

Attribute

An attribute consists of:

NAME	DESCRIPTION
key	Name of the key
type	Type of the key, i.e., tag/resource. It is empty for top level fields. (e.g., tag = method, resource = k8s_deployment_name, (empty) = trace_id)
dataType	Data type of the key (e.g., string, int64, float64, bool)
isColumn	Indicates if it has a materialized column, i.e., selected field
isJson	Specifies if the key is a JSON key

Sample Payload

This sample payload contains the different fields that we looked at above. It queries the SigNoz Logs API and illustrates how to count distinct component values and group them by container_id.

{
    "start": 1700734490000,
    "end": 1700738090000,
    "step": 60,
    "variables": {},
    "compositeQuery": {
        "queryType": "builder",
        "panelType": "table",
        "builderQueries": {
            "A": {
                "dataSource": "logs",
                "queryName": "A",
                "aggregateOperator": "count_distinct",
                "aggregateAttribute": {
                    "key": "component",
                    "dataType": "string",
                    "type": "tag",
                    "isColumn": false
                },
                "filters": {
                    "items": [],
                    "op": "AND"
                },
                "expression": "A",
                "disabled": false,
                "stepInterval": 60,
                "orderBy": [
                    {
                        "columnName": "timestamp",
                        "order": "desc"
                    }
                ],
                "groupBy": [
                    {
                        "key": "container_id",
                        "dataType": "string",
                        "type": "tag",
                        "isColumn": true,
                        "isJSON": false
                    }
                ],
                "offset": 0
            }
        }
    }
}

Last updated: June 6, 2024

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