Create a Subscription with Pipedream API on New Model Created from BigML API

Pipedream makes it easy to connect APIs for Pipedream, BigML and 2,000+ other apps remarkably fast.

Trigger workflow on

New Model Created from the BigML API

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Create a Subscription with the Pipedream API

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Getting Started#

This integration creates a workflow with a BigML trigger and Pipedream action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

Select this integration
Configure the New Model Created trigger
1. Connect your BigML account
2. Configure timer
Configure the Create a Subscription action
1. Connect your Pipedream account
2. Select a Subscription category
3. Select a Subscription source
4. Optional- Select a Event name
5. Configure Listener ID
Deploy the workflow
Send a test event to validate your setup
Turn on the trigger

Details#

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger#

New Model Created on BigML

Description:Emit new event for every created model. [See docs here.](https://bigml.com/api/models?id=listing-models)

Version:0.0.1

Key:bigml-new-model-created

View on GitHub

BigML Overview#

The BigML API offers a suite of machine learning tools that enable the creation and management of datasets, models, predictions, and more. It's a powerful resource for developers looking to incorporate machine learning into their applications. Within Pipedream, you can leverage the BigML API to automate workflows, process data, and apply predictive analytics. By connecting BigML to other apps in Pipedream, you can orchestrate sophisticated data pipelines that react to events, perform analyses, and take action based on machine learning insights.

Trigger Code#

import base from "../common/base.mjs";

export default {
  ...base,
  key: "bigml-new-model-created",
  name: "New Model Created",
  description: "Emit new event for every created model. [See docs here.](https://bigml.com/api/models?id=listing-models)",
  version: "0.0.1",
  type: "source",
  dedupe: "unique",
  methods: {
    ...base.methods,
    listingFunction() {
      return this.bigml.listModels;
    },
    emitEvent(model) {
      this.$emit(model, {
        id: model.resource,
        summary: `New model created: ${model.name}`,
        ts: model.created,
      });
    },
  },
};

Trigger Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.

Label	Prop	Type	Description
BigML	`bigml`	`app`	This component uses the BigML app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

Trigger Authentication#

BigML uses API keys for authentication. When you connect your BigML account, Pipedream securely stores the keys so you can easily authenticate to BigML APIs in both code and no-code steps.

To retrieve your API key,

Navigate to your BigML account and sign in
Click on the Account menu on the top right
Go to “API key”

About BigML#

Machine Learning made beautifully simple. A company-wide platform that runs in any cloud or on-premises to operationalize Machine Learning in your organization.

Action#

Create a Subscription on Pipedream

Description:Create a Subscription. [See Doc](https://pipedream.com/docs/api/rest/#subscriptions)

Version:0.1.0

Key:pipedream-create-subscription

View on GitHub

Pipedream Overview#

Pipedream is an API that allows you to build applications that can connect to
various data sources and processes them in real-time. You can use Pipedream to
create applications that can perform ETL (Extract, Transform, and Load) tasks,
as well as to create data-driven workflows.

Some examples of applications you can build using the Pipedream API include:

An application that can extract data from a database, transform it, and then
load it into another database.
An application that can monitor a data source for changes, and then trigger a
workflow in response to those changes.
An application that can poll an API for new data, and then process that data
in real-time.

Action Code#

import pipedream from "../../pipedream.app.mjs";

export default {
  key: "pipedream-create-subscription",
  name: "Create a Subscription",
  description: "Create a Subscription. [See Doc](https://pipedream.com/docs/api/rest/#subscriptions)",
  version: "0.1.0",
  type: "action",
  props: {
    pipedream,
    subscriptionCategory: {
      propDefinition: [
        pipedream,
        "subscriptionCategory",
      ],
    },
    subscriptionSource: {
      propDefinition: [
        pipedream,
        "subscriptionSource",
        (c) => ({
          subscriptionCategory: c.subscriptionCategory,
        }),
      ],
    },
    eventName: {
      propDefinition: [
        pipedream,
        "eventName",
      ],
    },
    listenerId: {
      propDefinition: [
        pipedream,
        "listenerId",
      ],
    },
  },
  async run({ $ }) {
    const response = await this.pipedream
      .subscribe(this.subscriptionSource, this.listenerId, this.eventName);
    response?.data?.length > 0 && $.export("$summary", "Successfully created Subscription");
    return response;
  },
};

Action Configuration#

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

Label	Prop	Type	Description
Pipedream	`pipedream`	`app`	This component uses the Pipedream app.
Subscription category	`subscriptionCategory`	`string`	Select a value from the drop down menu:`OrganisationUserGlob patterns`
Subscription source	`subscriptionSource`	`string`	Select a value from the drop down menu.
Event name	`eventName`	`string`	Select a value from the drop down menu:`$errors$logs`
Listener ID	`listenerId`	`string`	The ID of the component or workflow you'd like to receive events

Action Authentication#

Pipedream uses API keys for authentication. When you connect your Pipedream account, Pipedream securely stores the keys so you can easily authenticate to Pipedream APIs in both code and no-code steps.

About Pipedream#

Integration platform for developers

More Ways to Connect Pipedream + BigML#

Other Popular Integrations#

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Create a Subscription with Pipedream API on New Model Created from BigML API

Pipedream makes it easy to connect APIs for Pipedream, BigML and 2,000+ other apps remarkably fast.

Trusted by 800,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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