Integrations
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Featured integrations Apache Airflow

By centralizing pipeline metadata, logs and statuses, IBM® Databand® provides the insights you need to consistently deliver high quality data across your Airflow environments.

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Snowflake

Continuous observability within your Snowflake warehouse helps detect data incidents with Snowflake tables related to data quality, freshness and volume and resolve them fast.

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dbt Core and Cloud

Integration of dbt with Databand provides continuous observability across your jobs, tests and models so you can know when a dbt process breaks and how to quickly fix it.

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IBM DataStage

DataStage integration provides continuous observability during the execution of your DataStage jobs to help ensure that you know whenever a job breaks and how to quickly fix it.

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Apache Spark

Databand provides Spark observability in the context of your broader pipelines so you can detect data incidents earlier and resolve them faster.

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Databricks Spark

To achieve continuous Spark observability and monitoring, Databand features seamless Databricks integration through Spark workloads.

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Azure Data Factory (ADF)

ADF integration provides data observability across your data factories so you can know when your pipelines break and how to fix them quickly.

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Alerting tools

Microsoft Teams

Documentation

PagerDuty

Documentation

Slack

Documentation

Custom integrations 

Documentation

Email

Documentation
Coding languages

Python

Documentation

Scala

Documentation

Java

Documentation

Custom integrations

Documentation
Frameworks

Deequ

Documentation

Custom integrations

Documentation
Orchestration

Apache Airflow

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IBM DataStage

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dbt Core and Cloud

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Amazon MWAA

Documentation
Storage and compute

Databricks

Documentation

Snowflake

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Amazon Redshift

Documentation

Amazon S3

Documentation

Google Cloud Storage

Documentation

MySQL

Documentation

PostgreSQL

Documentation

Custom integrations

Documentation
Transformation

Apache Spark

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Databricks

Documentation

IBM DataStage

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Amazon EMR

Documentation

Custom integrations

Documentation
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Implement proactive data observability with IBM Databand today so you can know when there’s a data health issue before your users do.

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