Types of components

Components offers an extensive solution for users to interact with AI solutions : production efficiency, quality control, downtime analysis, and more..

The Control Panel seamlessly integrates with other manufacturing systems and databases, ensuring that all relevant data is consolidated into a single platform. The platform offers different types of component solutions to monitor and visualize AI solutions:

• Dashboard: A native, built-in and easy-to-use, dashboarding tool.
• Grafana: Using Grafana dashboard instead of our native one as an alternative. A Grafana instance must be integrated in prior to be able to use it.
• Iframe: Integrate any content or app as long as an Iframe link can be obtained, such as external data tools, reporting apps (PowerBI, Tableau, etc.), images feed, and much more.
• Streamlit: You can embed deployed Streamlit Python solutions as components. This is a good solution for data scientists and AI/ML engineers to deliver interactive data apps and integrate them inside the platform.

Creating a component

To create any of the components mentioned above, navigate to the Control Panel page and click the + Add button in the top-left corner. This will open a settings panel based on the type of component you want to create.

Get specific component using get_components()

The .get_components() method retrieve a list of components from the platform. You can apply filters such as label, template, twin, filter by organization-only components, and even search by a partial name.

dashboards = wizata_dsapi.api().get_components(
    label_id=ad_business_label_id,
    twin_id=twin_id,
    name="Anomaly",
    template_id=template_id,
    organization_only=False
)

For a full list of parameters, refer to the SDK documentation: WizataDSAPIClient

Deleting a component

To delete a component, simply open it and click on Settings > Delete

Or using the Python toolkit, by first retrieving the object with .get_components(), then passing the solution component ID to .delete_component()

# With .get_components()

dashboards = wizata_dsapi.api().get_components(
    label_id=ad_business_label_id,
    twin_id=twin_id,
    name="Anomaly Detection dashboard"
)

wizata_dsapi.api().delete_component(dashboards[0].solution_component_id)

# If we know the id
component_id = "0a313012-974e-4f0d-b526-08dd34990072"
wizata_dsapi.api().delete_component(component_id)

Notes:

• Please remember that .get_components() returns a list of objects, not a single object.
• .delete_component() accepts only the component's ID and not the object itself.

In the following articles, we will explore the different types of components available on the platform and their functionalities.