QuickML Limitations

1. Entity Limits

   Maximum no.of datasets that can be created	25
   Maximum no.of pipelines that can be created	25
   Maximum no.of endpoints that can be created	10
   No. of columns that can be configured in a single stage operation in builder	25

2. Dataset sample preview

   Dataset details preview section

   Number of columns can be viewed	50
   No of records can be viewed	250

   Pipeline builder Preview Section

   Number of columns can be viewed	50
   No of records can be viewed	250

3. Visualization Limits

   Maximum number of visualizations can be created	5 per dataset version
   Max data points in Chart Preview	2000 records
   Max data points in Chart	25000 records
   Maximum number of categories displayed in a chart. Ex.Composition chart: Category vs Count	The top 19 categories will be displayed, * The rest will be grouped into a category called "Others" (e.g., Pie, Funnel, etc.).
   Maximum number of series or trend lines displayed in line charts	100
   Correlation heatmap for maximum number of columns	25
   Stage visualization in pipeline builder utilises maximum number of records	250
   Chart events not available	If any single series has more than 8000 points

4. Data source Limitations

   Source	Restrictions
   Zoho apps	200K records
   The periodic import capability for CRM, Bigin, and Recruit	one million records
   Cloud Data Storages (Object Storages)	1GB size
   Databases	100K records
   File Upload	1 GB size

5. Points to remember

   Local File System	Dataset features will be named col_0, col_1, col_2, etc., if uploaded without column names.
   Rules in feature engineering	Feature names must not contain [, ], or <, >