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New Relic

Aporia allows you to connect alerts generated from Aporiaโ€™s monitors to New Relicโ€™s Incident Intelligence engine and the predictions data in order to create a comprehensive monitoring dashboard in New Relic for your models in production.

Integrate New Relic with Aporia

  1. Log into Aporiaโ€™s console. On the navbar on the left, click on Integrations and choose New Relic.
    New Relic Integration
  2. Log into your New Relic account, and click on + Add more data.
    New Relic Integration
  3. In the search bar type Aporia (or scroll down to the MLOps Integrations section) and click on the Aporia icon.
    New Relic Integration
  4. Under Prediction data, click the Select or create API key to create a new API key or use an existing one.
    New Relic Integration
    New Relic Integration
  5. After creating the token, click on the copy symbol.
    New Relic Integration
  6. Then go back to the Aporia dashboard and paste the token under New Relic Insert Token.
    New Relic Integration
  7. Return to the New Relic dashboard. In case the token doesnโ€™t exist, under Model quality metric alerts, click on the Configure Intelligent correlated alerts link and follow the instructions to create a new token.
    New Relic Integration
  8. After creating the token, click on the copy symbol, go back to the Aporia dashboard and paste it under New Relic Incident Intelligence Token.
    New Relic Integration
  9. In the Aporia dashboard, click on the Verify Tokens button to verify both tokens are working correctly. Green check marks or red error marks should appear to indicate the status.
    New Relic Integration
  10. Once everything is set, click on the Save button.
  11. Return to the New Relic dashboard and click on the See your data button. This will redirect you to a dashboard displaying data reported to Aporia in New Relic.
    New Relic Integration

Congratulations: Youโ€™ve now successfully integrated Aporia with New Relic!

Easy data filtering โ€“ Monitoring Platform for Machine Learning Models

You can make it easy to filter the data, on both the Most Active Models chart and the Most Active Model Versions chart by making the adjustments shown below:

  1. Click on the โ€ฆ symbol and click edit.
    New Relic Integration
  2. On the right navbar, under User as filter activate Filter the current dashboard and click Save.New Relic Integration

Additional ML Graphs

Additional graphs display statistics over the predictions reported:
1. The Model Inferences graph displays the number of unique inferences reported for each model and version.
2. The Average Numeric Inferences graph displays the average value numeric inferences reported for each model and version.
3. The Numeric Inferences Heatmaps graph displays heatmaps of the numeric inferences values reported for each model and version.
4. The Categorical Inferences graph displays the different unique values and their frequencies of categorical predictions reported for each model and version.

New Relic Integration

Alerts and Applied Intelligence for ML models

When a new alert is detected by Aporia, it will be reported to New Relicโ€™s Incident Intelligence engine. To view these alerts in New Relic, click on Alerts & AI and on the left navbar click on Issues & activity.

New Relic Integration

On this page you will be able to see the correlated alerts. Clicking on an issue will open a screen with additional data, including all the related activities to the issue and their payloads.

New Relic Integration

Newly created alerts will now be correlated with your New Relic alerts and you should be able to see data about newly reported predictions.

Happy Monitoring!