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Executions

Once you've created your pipelines & deployments and have launched them, you have several ways to get the results of the execution, with the Platform and the SDK.

Info

If you want to have more informations on the SDK function, please consult the SDK Documentation.

General informations

In the Platform, select your project and click on the Executions menu. You have two options:

  • Execution Tracking
  • Execution Comparison

Execution Tracking

execution-tracking

In this page, when you arrive, everything is empty. You need to click on the drop-down menu on the left and you will be presented with the list of your environments and for each one, you will be able to select a pipeline run or a deployment.

tracking-selection for example logs from the tutorial on how to create a LM pipeline

When you select your execution, the menu on the left is filled with all associated executions listing their name, timestamp and status. when you select one of them, the details are presented on the right side of the screen, with multiple tabs to access different informations.

tracking-detauils for example logs from the tutorial on how to create a LM pipeline

You have 4 different tabs :

  • General
  • Input/Output
  • Metrics
  • Logs

General

You will find general informations about your execution. All of these informations are read-only and cannot be modified :

  • ID : The run ID, can be used to retrieve informations ith the SDK and to identifiy precisely which run gave which results
  • Status : The result of the execution : Success / Failed (User generated issue) / Error (API generated issue)
  • Pipeline : Pipeline's name
  • Deployment : If you have created a deployment associated with a pipeline
  • Creator : The account that created the pipeline or the deployment
  • Execution rule : Deployment rule (endpoint or periodic) if this execution is related to a Deployment, "Run" if this is related to a pipeline launched manually with the SDK commands
  • Environment : Environment's name
  • Computing Size : Two tags that remind : Cloud Provider, Machine type & size, and number of workers
  • Start : Start time In UTC
  • End : End time in UTC
  • Duration : Duration time for this execution in format hh🇲🇲ss

Input/Output

In this tab, you get a list of all the Inputs and Outputs you defined for this execution, including :

  • Name
  • Type
  • Size
  • Source
  • Value

in-out-tracking for example logs from the tutorial on how to create a LM pipeline

Metrics

Logs

In the last tab, the information displayed is the last 200 lines of console outputs. It may be logging messages, errors or resultst you printed specificaly in the standard output system. You can refresh this page and download the whole log file.

log-tracking for example logs from the tutorial on how to create a LM pipeline

Execution Comparison

When you are making evolutions to your pipeline and processes, you want to compare results, execution time, and other parameters you have defined yourself. To do that, the Execution Comparison panel is the most important for you. In there, you can select executions, and put them side by side or even create charts to detect the slightest differences.