AIRFLOW INTEGRATION

Data observability for Airflow

Metaplane traces lineage from Airflow to your warehouse objects and catches long-running DAGs and tasks

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How it works

Metaplane uses your provisioned API key to securely access your DAG and task execution runtimes from Airflow. We can also use any tags from your warehouse to understand what queries are being orchestrated through Airflow.

NO-MAINTENANCE MONITORING

Catch long-running DAGs and Tasks

Automated DAG duration monitors for everything  in your Airflow instance

Configurable task duration monitors for granular insights into your DAGs

Understand when your orchestration tool is out of sync

VISUAL OVERVIEW

Column-level lineage

See the impact of issues and the DAG where the issue originated all in one graph

Understand the tables and fields impacted by your SQL operators

Automated tag imports from warehouses with recurring queries

CENTRALIZED INCIDENT MANAGEMENT

Single pane of glass for failures

Incorporate Airflow events, such as task failures, directly into Metaplane

Understand when Airflow errors lead to data quality incidents

Accelerate root cause analysis with upstream lineage

Full list of integrations

Monitor types

Row counts

Alerts on-changes to expected volume

Freshness

Alerts no longer than expected update times

Cardinality

Alerts on new or removed unique values

Nullness / Uniqueness

Alerts on changes to percentage nullness or uniqueness

Distribution

Alerts on changes to statistical properties like mean, min, max, standard deviation

Custom SQL

Alerts on anomalies for arbitrary SQL queries that return a number

Other features of the Metaplane platform

Monitoring & anomaly detection

Be the first to know when something breaks

Schema Change alerts

Increase awareness for the entire data team

Usage Analytics

Explore how your data is being used

Lineage and impact analysis

Understand the flow of data from source to usage

Data CI/CD

Prevent data equality issues in PRs

Job Monitoring

Catch stuck or long-running jobs as they happen

DBT INTEGRATIONS

Start monitoring your data in minutes

Connect your warehouse and start generating a baseline in less than 10 minutes. Start for free, no credit-card required.

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