Astro provides dashboards that share important metrics about your Organization’s use of Astro, which you can use to manage Deployments and resources. These dashboards include:
Organization dashboards help you quickly identify opportunities to optimize how your team uses Airflow at different organizational levels, such as across your Organization, within Workspaces, in specific Deployments, and operators within dags. For example, you can use the Organization Overview or Deployment Detail dashboard to identify unexpected activity, without requiring you to examine the dags results in the Airflow UI. Instead, you can quickly check your dashboards to identify trends like unusually high or low rates of task successes, and then check the Cost Breakdown dashboard to identify any associated costs incurred by that behavior.
To view Organization dashboards, click Dashboards in the Organization section of the Astro UI menu. You can also access this page directly at https://cloud.astronomer.io/dashboards. In addition to viewing the dashboards in the Astro UI, you can also export and email individual reports.
Use the tabs at the bottom of the Astro UI to switch between dashboards. Each dashboard shows the last time that it was updated in the Data available through section.
The Organization Overview dashboard provides at-a-glance summaries about activity across your Organization’s Deployments. You can also filter to view summaries for specific Workspaces or Deployments.
This dashboard allows you to compare the activity and performances of Deployments to one another. You can identify Deployments, dags, or tasks that have had recent behavior changes or are performing in an unexpected way. For example, you can filter the data shown by time period, Workspace name, or Deployment name, to view data such as the number of successful or failed tasks within Workspaces or Deployments. Hovering your cursor over any of the charts brings up a detailed view of the data, indexed by date.
By examining your data at the Organization level, you can identify Deployments with large numbers of failing tasks by looking at the graphs or charts for outliers. Then, you can filter by time period to see if there have been similar events in the past and when.
The Deployment Detail dashboard shows a table of all Deployments in your Organization, indexed by Workspace name. For each Deployment, the dashboard shows your Deployment configurations as well as use metrics like task run counts, dag run counts, and operator counts.
Use this dashboard to check that your Deployment has the appropriate resources based on the number of dags it runs. You can also use this dashboard to check whether a Deployment’s Astro Runtime version is currently supported.
The Cost Breakdown dashboard displays your Astro spending over time across the following cost categories, which you can filter by time period, Workspace name, or Deployment name:
Use this data alongside your other dashboards to identify the biggest opportunities for cost reduction in your Organization.
The Detailed Costs view provides granular breakdowns for each Workspace, Deployment, Deployment worker queue, or each dedicated cluster by billable item (the same as seen on invoices) within the selected time period. Use the Deployments, Compute Types, Worker Queues, and Clusters tabs to switch between breakdowns.
Each breakdown displays a Cost Type table that groups your spending into billable categories such as Compute, Deployment, and AI Tokens, alongside the total amount for the selected time period. Select a cost type to see a description or relevant notes about what that cost type includes. For example, the Deployment cost type covers costs related to Scheduler configuration and ephemeral storage.
The Operator Use dashboard shows how your Deployments and Workspaces use Operators, as well as how often tasks succeed and fail when using specific operators. Use this data to identify types of operators that could be replaced with more efficient alternatives, or to find operators that fail more than expected. This dashboard provides data to answer the questions, What are the top operators used across my organization? and Which workspace is using the selected operators the most?.
The Contract Details dashboard shows your Organization’s credit or dollar usage against your current contract. Use this dashboard to monitor your remaining balance, view your projected burn rate through the end of your contract term or until your next grant, and review individual credit and deduction history.
