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Elementary

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Elementary Cloud

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Data Observability Dashboard

elementary

dbt native data observability, built for data and analytics engineers

Introduction

Welcome to Elementary

Key Features

Elementary Key Features

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 Data Tests

Slack Alerts

Data Lineage

End-to-End Data Lineage

Exposures & BI Integrations

Lineage to Downstream Exposures

Column Level Lineage

Automated Monitors

Configuration as Code

Data Catalog

Multiple Environments

Elementary CI

This section is aimed at collecting common issues users have to provide quick debug solutions.

Troubleshooting

This section is aimed at collecting common questions users have to provide documented answers.

Contributing to Elementary

Community and Support

Upgrading Elementary

How to upgrade Elementary?

0.11.2 Elementary 0.11.2

0.10.0 Elementary 0.10.0

0.9.1 Elementary 0.9.1

0.8.2 Elementary 0.8.2

0.8.0 Elementary 0.8.0

0.7.10 Elementary 0.7.10

0.7.7 Elementary 0.7.7

0.7.6 Elementary 0.7.6

0.7.5 Elementary 0.7.5

0.7.2 Elementary 0.7.2

0.6.10 Elementary 0.6.10

0.6.7 Elementary 0.6.7

0.6.5 Elementary 0.6.5

0.6.3 Elementary 0.6.3

0.6.1 Elementary 0.6.1

0.5.4 Elementary 0.5.4

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

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 dbt package

Install Elementary dbt package

Setup Elementary Cloud

Quickstart: Elementary Cloud

Security and privacy

Security and Privacy

Enable Slack alerts

Alerts configuration

Environment syncs schedule

Collect jobs data

Collect jobs info from orchestrator

dbt source freshness

Collect dbt source freshness results

BI integration

Automated exposures from BI tools

Looker

Tableau

Code integration

Connect code repository

Gitlab

Snowflake

Connect to Snowflake

Bigquery

Connect to Bigquery

Redshift

Connect to Redshift

Databricks

Connect to Databricks

Postgres

Connect to Postgres

Athena

Connect to Athena

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

Setup Slack alerts

Alerts Configuration and Customization

CLI install & configure

CLI commands and usage

Elementary in production

Docker

GitHub Actions

GitLab CI

Slack

Slack setup for Elementary CLI

dbt core & dbt cloud

Getting Started

Overview

Features

Community & Support

Release Notes

Data Observability Dashboard