Notebooks

Notebooks are an interactive model type for exploring and analyzing marketing data with Python. Vendo supports browser-side execution (with Pyodide) for instant feedback, and server-side runs for production workloads.

Create a notebook from Studio → New Data Model → Notebook.

Browser-side execution (Pyodide)

For exploration and prototypes, notebooks run Python directly in your browser:

• pandas and numpy are available without setup
• Cells run without a round trip to the server, so you get instant feedback
• Best for ad hoc analysis, data inspection, and prototypes of transformations

Browser-side runs do not write to production tables. Use them to develop logic before you schedule a server-side run.

Server-side execution

For production workloads, schedule a server-side notebook run:

• Runs against your warehouse with full compute resources
• Writes outputs to configured tables or output targets
• Supports scheduling (daily, weekly, on sync completion)

Workflow

1. Create a Notebook model.
2. Write Python cells to explore data with pandas.
3. Test locally in the browser (Pyodide).
4. When the logic is ready, configure the server-side output and schedule.
5. Monitor runs on the model detail page.

Related

• Python Models: production Python scripts
• Output Targets: attach notebook outputs to catalog properties
• Agent: ask the Agent to help write notebook code