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Changelog

Elementary

Elementary Tests

Elementary OSS

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dbt-native data observability platform built for data and analytics engineers.

Introduction

Welcome to Elementary

Quickstart

Elementary Quickstart

Elementary dbt package

dbt artifacts

on-run-end hooks

Elementary dbt package on-run-end hooks

Package Models

Elementary dbt package models

Elementary Cloud Platform

Platform features

Integrations

Elementary integrations

Security and privacy

Security and Privacy

Monitors overview

Anomaly Detection Monitors

Automated Freshness & Volume Monitors

Automated freshness

Automated Freshness Monitor

Automated volume

Automated Volume Monitor

Metrics

Monitors configuration

Monitors Configuration

Monitors feedback

Monitors Feedback

Overview and configuration

Data Tests Overview

dbt tests

dbt, Packages and Elementary Tests

Custom SQL test

Custom SQL Tests

Schema validation

Schema Validation Tests

Lineage overview

End-to-End Data Lineage

Column level lineage

Column-Level Lineage

Lineage to BI

Lineage to Downstream Dashboards and Tools

Alerts & incidents overview

Alerts and Incidents Overview

Effective alerts setup

Create an Effective Alerts Setup

Alert rules

Owners and subscribers

Alert configuration

Incidents

Incidents in Elementary

Incident management

Incident Management

Performance monitoring

Performance Monitoring

Data Observability Dashboard

Data Health

Data Catalog

Configuration-as-Code

Multiple Environments

Elementary CI

Create an account

Install dbt package

Install Elementary dbt package

Connect data warehouse

Invite users

Enable alerts

Alerts code configuration

Environment Syncs Schedule

Collect jobs data

Collect Jobs Info From Orchestrator

dbt source freshness

Collect dbt source freshness results

Troubleshooting

All integrations

Snowflake

Connect to Snowflake

Bigquery

Connect to Bigquery

Redshift

Connect to Redshift

Databricks

Connect to Databricks

Postgres

Connect to Postgres

Athena

Connect to Athena

Trino

Connect to Trino

ClickHouse

Connect to ClickHouse

dbt core

dbt cloud

Airflow

Orchestration tools

Automated BI lineage

Automated lineage to Data Visualization layer

Looker

Tableau

Power BI

Sigma

Metabase

ThoughtSpot

Mode

Explo

Census

Hightouch

Code integration

Connect code repository

Github

Gitlab

Bitbucket

Slack

Microsoft Teams

PagerDuty

Opsgenie

Jira

Linear

Webhooks (Beta)

When to add data observability

When do I need a data observability platform?

Detailed comparison of Elementary product offerings.

Cloud vs OSS

Elementary: Community vs Cloud

Pricing

Community

Elementary Data Tests

Tests configuration

Elementary anomaly detection

Elementary anomaly detection tests

Detection method

Data anomaly detection method

All configuration params

Anomaly Tests configuration params

timestamp_column

where_expression

anomaly_sensitivity

anomaly_direction

training_period

detection_period

time_bucket

seasonality

column_anomalies

exclude_prefix

exclude_regexp

dimensions

event_timestamp_column

update_timestamp_column

ignore_small_changes

fail_on_zero

detection_delay

anomaly_exclude_metrics

exclude_final_results

Volume anomalies

volume_anomalies

Freshness anomalies

freshness_anomalies

Event freshness anomalies

event_freshness_anomalies

Dimension anomalies

dimension_anomalies

All columns anomalies

all_columns_anomalies

Column anomalies

Schema changes

Schema changes from baseline

JSON schema

Exposure validation test

Python tests

Install Elementary CLI

Quickstart: Elementary CLI

Generate observability report

Start here

Share observability report

Share via Slack

Share the report via Slack

Host on S3

Host the report on Amazon S3

Host on GCS

Host the report on GCS

Host on Azure

Host the report on Azure Blob Storage

Send report summary

Send report summary notification to Slack

Elementary alerts

Setup Slack Alerts

Setup Teams alerts

Alerts configuration

Alerts Configuration and Customization

Collect jobs info from orchestrator

CLI install & configure

CLI commands and usage

Elementary in production

Elementary Data tests

Anomaly Detection Tests

Schema Tests

Other Tests

No timestamp column tests