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Welcome to the 7Learnings knowledge base, our central hub where you can learn how to get the most from our retail optimization tools.

Pipeline Status

You can check the status of the most recent forecast in the upper right corner next to this info page:

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  • In progress: If the creation of your forecast is in progress, the current step of the pipeline is shown like this:ML Models in progress now.
  • Success: If the forecast is successfully created, it will be displayed like this:Successful Pipeline Run: Forecast completed 3 hours ago.
  • Failure: If the forecast failed we provide the step for better orientation. Below you can find more details if there is action from you required:Data Processing failed 10 hours ago.

Failure: Explanation and what to do about it

If your pipeline failed, you can check here for more details and any required actions:

  • Data Import: An issue occurred while loading your data. If you do not see any specific error, we will contact you via email if any action is needed on your side.Action: In case a specific action is requested from you in the pipeline status, please update the data accordingly. After you updated the data, please contact your Data Scientist. Once data is updated, we will rerun the pipeline, and your forecast will be available soon.
  • Data Processing: An issue occurred while processing your data. If you do not see any specific error, we will contact you via email if any action is needed on your side.Action: In case a specific action is requested from you in the pipeline status, please update the data accordingly. After you updated the data, please contact your Data Scientist.
  • Forecast: An issue occurred during the forecast step. Your Data Scientist is reviewing the issue.Action: No action is required from you.
  • Monitoring: An issue occurred during the monitoring step. Your Data Scientist is reviewing the issue.Action: No action is required from you.
  • Quality Assurance: If the model’s performance drops compared to the last successful forecast, the pipeline will stop, and your Data Scientist will be notified. We are reviewing and improving the models at the moment to ensure accurate forecasts. Once updated, we will rerun the pipeline, and the forecast will be available soon.Action: No action is required from you.
  • Deploy Integration: An issue occurred during the integration deployment step. Your Data Scientist is reviewing the issue.Action: No action is required from you.

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