.inline-icon {
    display: inline;
    max-height: 1.3em;
    margin: 0 0.2em;
    background-color: #FCFCFC;
    padding: 0.1em;
    border-radius: 0.2em
}

/* If two ul elements follow each other, remove margin between them. */
.prose :where(ul+ul):not(:where([class~=not-prose] *)) {
    margin-top: 0;
}

.prose ul:has(+ ul):not(:where([class~=not-prose] *)) {
    margin-bottom: 0;
}

// Make all links on the page to the marketing site open in the same tab.
if (document.querySelectorAll("a")) {
    const links = document.querySelectorAll("a");

    for (i = 0; i < links.length; i++){
        const link = links[i];
        let linkHref = link.getAttribute("href");
        
        if (linkHref.match("axiom.co")) {
            link.removeAttribute("target");
        }
    }
}

// Make top-left logo link to marketing site. The event listener is necessary to replace Mintlify's default event listener.
if (document.querySelector("#navbar a")) {
    const logoLink = document.querySelector("#navbar a");

    if (logoLink.getAttribute("href") == "/" || logoLink.getAttribute("href") == "/docs") {
        logoLink.addEventListener("click", function(){document.location.href = "https://axiom.co/";});
        logoLink.setAttribute("href", "https://axiom.co/");
    }
}

Axiom Playground

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Apps and integrations

Query reference

API reference

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Blog

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This section explains how to use and combine tabular operators in APL.

Overview

Tabular operators

In this documentation, you will be able to gain a deeper understanding of what Axiom is, how to get it installed, and how best to use it for your organization’s use case.

Introduction

This guide introduces you to the concepts behind working with Axiom and give a short introduction to each of the high-level features.

Get started

This page explains the fundamentals of timestamped event data in Axiom.

Event data

This page explains how Axiom helps you leverage timestamped event data for observability purposes.

Observability

Axiom for observability

FAQs

Frequently Asked Questions

Use Axiom’s API to ingest, transport, and retrieve data from different sources such as relational databases, web logs, app logs, and kubernetes.

Send data

This guide explains how to send data from Convex to Axiom.

Convex

Send data from Convex to Axiom

Learn how to configure Cribl LogStream to forward logs to Axiom using both HTTP and Syslog destinations.

Cribl

Send data from Cribl to Axiom

Collect metrics and logs from elastic beats, and monitor them with Axiom.

Elastic Beats

Send data from Elastic Beats to Axiom

This step-by-step guide will help you get started with migrating from Elasticsearch to Axiom using the Elastic Bulk API

Elastic Bulk API

Send data from Elastic Bulk API to Axiom

This step-by-step guide will help you collect any data like metrics and logs from different sources, enrich them with filters, and send them to Axiom.

Fluent Bit

Send data from Fluent Bit to Axiom

This step-by-step guide will help you collect, aggregate, analyze, and route log files from multiple Fluentd sources into Axiom

Fluentd

Send data from Fluentd to Axiom

This step-by-step guide helps you collect, and parse logs from your logstash processing pipeline into Axiom

Logstash

Send data from Logstash to Axiom

This step-by-step guide will help you configure Vector to read and collect metrics from your sources using the Axiom sink.

Vector

Send data from Vector to Axiom

This step-by-step guide will help you configure Tremor connectors and events components to interact with your databases, APIs, and ingest data from these sources into Axiom.

Tremor

Send data from Tremor to Axiom

Datadog

Send data from Datadog to Axiom

This step-by-step guide will help you forward logs from your apps, and deployments to Axiom by sending them via HTTPS.

Heroku

Send data from Heroku Log Drains to Axiom

Integrate Axiom in your existing Honeycomb stack with minimal effort and without breaking any of your existing Honeycomb workflows.

Honeycomb

Send data from Honeycomb to Axiom

This step-by-step guide helps you ingest logs from your Kubernetes cluster into Axiom using the DaemonSet configuration.

Kubernetes

Send data from Kubernetes Cluster to Axiom

Integrate Axiom in your existing Loki stack with minimal effort and without breaking any of your existing Loki workflows.

Loki

Send data from Loki to Axiom

This step-by-step guide provides a gateway for you to connect a direct link interface to Axiom via Loki endpoint.

Loki Multiplexer

Send data from Loki Multiplexer to Axiom

Learn how OpenTelemetry-compatible events flow into Axiom and explore Axiom comprehensive observability through browsing, querying, dashboards, and alerting of OpenTelemetry data.

OpenTelemetry

Send OpenTelemetry data to Axiom

This page explains how to send logs from Render to Axiom.

Render

Send logs from Render to Axiom

This page explains how to send data from Serverless to Axiom.

Serverless

Send data from Serverless to Axiom

Integrate Axiom in your existing Splunk app with minimal effort and without breaking any of your existing Splunk stack.

Splunk

Send data from Splunk to Axiom

This page explains how to send data from a syslog logging system to Axiom.

Syslog

Send data from syslog to Axiom

This guide explains how to set up and configure logging in a .NET application, and how to send logs to Axiom.

.NET

Send logs from a .NET app

This guide explains how to configure a .NET app using the .NET OpenTelemetry SDK to send telemetry data to Axiom.

.NET using OTel

OpenTelemetry using .NET

This guide explains how to configure Apache Log4j to send logs to Axiom 

Apache Log4j

Send logs from Apache Log4j to Axiom

Adapter to ship logs generated by apex/log to Axiom.

Apex

Axiom Go Adapter for apex/log

This guide explains how to configure a Cloudflare Workers app to send telemetry data to Axiom.

Cloudflare Workers

OpenTelemetry using Cloudflare Workers

This guide explains how to send OpenTelemetry data from a Django app to Axiom using the Python OpenTelemetry SDK.

Django using OTel

Send OpenTelemetry data from a Django app to Axiom

This page explains how to send data from a Go app to Axiom.

Golang

Send data from Go app to Axiom

Adapter to ship logs generated by sirupsen/logrus to Axiom.

Logrus

Axiom Go Adapter for sirupsen/logrus

This guide explains how to configure a Go app using the Go OpenTelemetry SDK to send telemetry data to Axiom.

Golang using OTel

OpenTelemetry using Golang

This page explains how to configure a Java app using the Java OpenTelemetry SDK to send telemetry data to Axiom.

Java using OTel

Send data from Java app using OpenTelemetry

This page explains how to send data from a JavaScript app to Axiom.

JavaScript

Send data from JavaScript app to Axiom

This guide demonstrates how to configure logging in a Laravel app to send logs to Axiom

Laravel

Send logs from Laravel to Axiom

This page explains how to send data from your Next.js app to Axiom using the next-axiom library.

Next.js

Send data from Next.js app to Axiom

This guide demonstrates how to configure OpenTelemetry in a Next.js app to send telemetry data to Axiom.

Next.js using OTel

OpenTelemetry using Next.js

This guide demonstrates how to configure OpenTelemetry in a Node.js app to send telemetry data to Axiom.

Node.js using OTel

OpenTelemetry using Node.js

This page explains how to send data from a Node.js app to Axiom through Pino.

Pino

Axiom transport for Pino logger

This page explains how to send data from a Python app to Axiom.

Python

Send data from Python app to Axiom

This guide explains how to send OpenTelemetry data from a Python app to Axiom using the Python OpenTelemetry SDK.

Python using OTel

Send OpenTelemetry data from a Python app to Axiom

This guide provides step-by-step instructions on how to send logs from a Ruby on Rails application to Axiom using the Faraday library.

Ruby on Rails

Send logs from a Ruby on Rails application using Faraday

This guide explains how to send OpenTelemetry data from a Ruby on Rails App to Axiom using the Ruby OpenTelemetry SDK.

Ruby on Rails using OTel

Send OpenTelemetry data from a Ruby on Rails app to Axiom

This page explains how to send data from a Rust app to Axiom.

Rust

Send data from Rust app to Axiom

This page explains how to send data from a Node.js app to Axiom through Winston.

Winston

Axiom transport for Winston logger

Adapter to ship logs generated by uber-go/zap to Axiom.

Axiom adapter for Zap logger

This page explains how to send data from different AWS services to Axiom.

Send data from AWS to Axiom

This page explains how to send data from Amazon CloudWatch to Axiom.

Amazon CloudWatch

Send data from Amazon CloudWatch to Axiom

This page explains how to send data from Amazon Data Firehose to Axiom.

Amazon Data Firehose

Send data from Amazon Data Firehose to Axiom

Send data from CloudFront to Axiom using AWS S3 bucket and Lambda to monitor your static and dynamic content.

AWS CloudFront

Send data from CloudFront to Axiom

Leverage AWS FireLens to forward logs from Amazon ECS tasks to Axiom for efficient, real-time analysis and insights.

AWS FireLens

Send data from AWS FireLens to Axiom

This page explains how to route device log data from AWS IoT Core to Axiom using AWS IoT and Lambda functions

AWS IoT

Send data from AWS IoT to Axiom

This page explains how to send Lambda function logs and platform events to Axiom.

AWS Lambda

Send data from AWS Lambda to Axiom

This page explains how to auto-instrument AWS Lambda functions and send telemetry data to Axiom using AWS Distro for OpenTelemetry.

AWS Lambda using OTel

Send data from AWS to Axiom using AWS Distro for OpenTelemetry

Efficiently send log data from AWS S3 to Axiom via Lambda function

AWS S3

Send data from AWS S3 to Axiom

This page explains how to use the Datasets tab in Axiom.

Analyze data

The Stream tab enables you to process and analyze high volumes of high-velocity data from a variety of sources in real time.

Stream data

Stream data with Axiom

Learn how to filter, manipulate, extend, and summarize your data.

Explore data

Explore data with Axiom

Learn how to run powerful aggregations across your data to produce insights that are easy to understand and monitor.

Visualize data

Virtual fields allow you to derive new values from your data in real time, eliminating the need for up-front data structuring, enhancing flexibility and efficiency.

Virtual fields

Learn how to observe how requests propagate through your distributed systems, understand the interactions between microservices, and trace the life of the request through your app’s architecture.

Explore traces

This section introduces the Dashboards tab and explains how to create your first dashboard.

Dashboards

This section explains how to create and delete dashboards.

Function	Description
count	Returns an integer representing the total number of records in the dataset.
distinct	Returns a dataset with unique values from the specified fields, removing any duplicate entries.
extend	Returns the original dataset with one or more new fields appended, based on the defined expressions.
extend-valid	Returns a table where the specified fields are extended with new values based on the given expression for valid rows.
limit	Returns the top N rows from the input dataset.
order	Returns the input dataset, sorted according to the specified fields and order.
parse	Returns the input dataset with new fields added based on the specified parsing pattern.
project	Returns a dataset containing only the specified fields.
project-away	Returns the input dataset excluding the specified fields.
project-keep	Returns a dataset with only the specified fields.
project-reorder	Returns a table with the specified fields reordered as requested followed by any unspecified fields in their original order.
sample	Returns a table containing the specified number of rows, selected randomly from the input dataset.
search	Returns all rows where the specified keyword appears in any field.
sort	Returns a table with rows ordered based on the specified fields.
summarize	Returns a table where each row represents a unique combination of values from the by fields, with the aggregated results calculated for the other fields.
take	Returns the specified number of rows from the dataset.
top	Returns the top N rows from the dataset based on the specified sorting criteria.
union	Returns all rows from the specified tables or queries.
where	Returns a filtered dataset containing only the rows where the condition evaluates to true.

Get started

Functions

Operators

Reference

Migration

Tabular operators