Is there a way to arrange the components (i.e. arrange the components so that they are backward or forward of the other) in dashboard?

When we click Failure Analysis Tab in Pipeline , it will list all the component wise failed data with error for each record .
Pros:

• In this case you don't have to do some custom coding for that.
  

• By Default , the failed data is stored in the Backend Pipeline MongoDB server in the collection named 'failedRecords'.
  
• When we click an component it will filter the failed data based on the Pipeline_id and Component_Instance_id  .
  

• But , in case you are copy pasting the component and deleting the old component , u can't keep track of it .
  

Attached Files

  Screenshot from 2022-12-23 15-50-34.png (Size: 75.45 KB / Downloads: 297)

The three stages of building a Machine Learning Model are:

• Model Building
  Choose a suitable algorithm for the model and train it according to the requirement 
  
  
• Model Testing
  Check the accuracy of the model through the test data 
  
  
• Applying the Model
  Make the required changes after testing and use the final model for real-time projects
  

Is there a way to show live streaming data in dashboard?

Data Chanel shows the health of the kafka Brokers.

There is a three-step process followed to create a model:

1. 1. Train the model
      
      
   2. Test the model 
      
      
   3. Deploy the model
      

• The training set is examples given to the model to analyze and learn
  
  
• 70% of the total data is typically taken as the training dataset
  
  
• This is labeled data used to train the model
  

• The test set is used to test the accuracy of the hypothesis generated by the model
  
  
• Remaining 30% is taken as testing dataset
  
  
• We test without labeled data and then verify results with labels
  

*This option allows the user to share the specific Metadata Store from the available list of the Data Store Metadata with other users or user groups.

• 1.Navigate to the Data Store Metadata list.2.Select a Metadata Store from the list.3.Click the Share Metadata Store

"sdk.getWidget('legend4').m_multipleassociatedchart = {enable: true, id: [ ""bar2"",""bar4""]};
//associate bar4 in legend property (last component in list) "

Intelligent scaling : its a new feature to scale your component to the max instance to reduce the data processing lag. 

*This feature detects the need to scale up the components on higher data traffic and reduces the instances if there is no data traffic.

sdk.appendRows('column1', [{Year:'Total', Revenue:aggrData.Revenue}]);