Connect Prefect and BigML
Integrate Prefect with BigML to automate workflows, sync data between apps, and eliminate repetitive tasks with AI-powered automation.
Create Anomaly Score in Bigml when New Flow Run Started in Prefect
Create Centroid using BigML when New Flow Run Started in Prefect
Create Prediction in BigML when New Flow Run Started in Prefect
Find Resource in Bigml when New Flow Run Started in Prefect
List Sources from BigML when New Flow Run Started in Prefect
Popular Prefect + BigML flows
Start from a real workflow other teams are already running.
Choose a trigger
Prefect
When this happens...
New Flow Run Started
New Flow Run Finished
Choose an action
BigML
Automatically do this!
Create Anomaly Score
Create Centroid
Create Prediction
Find Resource
List Sources
List Datasets
List Sample
List Model
List Time Series
List Evaluations
List OptiMLs
List Clusters
List Anomaly Detectors
List Predictions
List Batch Predictions
List Forecasts
List Anomaly Scores
List Batch Anomaly Scores
List Topic Distributions
List Batch Topic Distributions
List Projections
List Batch Projections
List Scripts
List Executions
Create Anomaly Score in Bigml when New Flow Run Started in Prefect
Use this flowCreate Centroid using BigML when New Flow Run Started in Prefect
Use this flowCreate Prediction in BigML when New Flow Run Started in Prefect
Use this flowFind Resource in Bigml when New Flow Run Started in Prefect
Use this flowList Sources from BigML when New Flow Run Started in Prefect
Use this flowList Datasets from BigML when New Flow Run Started in Prefect
Use this flowList Sample from BigML when New Flow Run Started in Prefect
Use this flowList Model from BigML when New Flow Run Started in Prefect
Use this flowList Time Series from BigML when New Flow Run Started in Prefect
Use this flowList Evaluations from BigML when New Flow Run Started in Prefect
Use this flowSupported Triggers & Actions
Everything you can automate between Prefect and BigML.
When this happensTriggers
A trigger is an event that starts a workflow.
New Flow Run Started
Runs when a flow run starts, optionally only for chosen deployments.
New Flow Run Finished
Runs when a flow run finishes as completed, failed, crashed or cancelled, for chosen deployments.
New Resource
Triggers when a new resource is created
Do thisActions
Action is the task that follows automatically within your Prefect integrations.
Cancel Flow Run
Cancel a scheduled or running flow run.
Run Deployment
Start a flow run from a deployment, with optional parameters, tags and a scheduled start time.
Get Flow Run
Get the details and current state of a flow run.
List Flow Runs
List flow runs filtered by deployment, state, tags, name or time range.
Pause or Resume Deployment
Pause a deployment schedule or resume it so new runs are scheduled again.
Emit Event
Send a custom event to Prefect Cloud to trigger automations and deployments.
Learn how to build your first workflow
Follow a simple walkthrough to create, test, and launch your first automation.
- 1
Connect your apps
Link the apps you want to automate.
- 2
Configure your workflow
Set up triggers, actions, and map your data.
- 3
Test & publish
Test your workflow and publish it.
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AI will build it for you
Just describe the task in plain English. viaSocket AI selects the right apps, builds the workflow, maps the fields, and prepares everything for review before you publish.
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About Prefect
Prefect is a workflow orchestration platform for building, running, and monitoring data pipelines and automations.
Learn moreSimilar apps
About BigML
BigML is a leading machine learning platform that provides a wide range of tools and services for creating, deploying, and managing machine learning models. It offers an intuitive interface and powerful APIs to help businesses and developers harness the power of machine learning for predictive analytics, anomaly detection, clustering, and more.
Learn more
Frequently Asked Questions
Sign up for a free viaSocket account, then authorize both your Prefect and BigML accounts. From there, pick a trigger in one app and an action in the other. Your first workflow can be live in under five minutes.
Yes. viaSocket uses instant triggers where available, so data moves between Prefect and BigML as soon as the event happens. Scheduled polling triggers run at a maximum interval of 15 minutes.
Yes. You can map specific fields, apply filters to skip records that do not match your conditions, and transform values before they reach BigML. No coding required.
Yes. You can set up a workflow where Prefect triggers actions in BigML, and a separate workflow where BigML triggers actions in Prefect. Both run independently and in real time.
viaSocket logs every run so you can see exactly what succeeded and what failed. Failed tasks can be retried from the dashboard without re-configuring the workflow.
Yes, there is a free plan that covers basic workflows between Prefect and BigML. Paid plans unlock higher task limits, faster polling, and advanced features like multi-step workflows and conditional logic.
No. The entire Prefect and BigML integration is built through a visual, point-and-click interface. Code blocks are available if you want them, but they are never required.
