Integrate the BigML API with the Shopify API

Setup the BigML API trigger to run a workflow which integrates with the Shopify API. Pipedream's integration platform allows you to integrate BigML and Shopify remarkably fast. Free for developers.

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Popular Ways to Connect BigML with Shopify#

Add Products to Custom Collections with Shopify API on New Model Created from BigML API

BigML + Shopify

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Add Products to Custom Collections with Shopify API on New Prediction Made from BigML API

BigML + Shopify

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Add Tags with Shopify API on New Model Created from BigML API

BigML + Shopify

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Add Tags with Shopify API on New Prediction Made from BigML API

BigML + Shopify

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Create Article with Shopify API on New Model Created from BigML API

BigML + Shopify

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Popular BigML and Shopify Triggers#

New Model Created from the BigML API

Emit new event for every created model. See docs here.

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New Prediction Made from the BigML API

Emit new event for every made prediction. See docs here.

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New Abandoned Cart from the Shopify API

Emit new event each time a user abandons their cart.

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New Article from the Shopify API

Emit new event for each new article in a blog.

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New Cancelled Order (Instant) from the Shopify API

Emit new event each time a new order is cancelled.

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Popular BigML and Shopify Actions#

Create Batch Prediction with the BigML API

Create a batch prediction given a Supervised Model ID and a Dataset ID. See the docs.

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Add Products to Custom Collections with the Shopify API

Adds a product or products to a custom collection or collections. See the docs

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Create Model with the BigML API

Create a model based on a given source ID, dataset ID, or model ID. See the docs.

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Add Tags with the Shopify API

Add tags. See the documentation

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Create Source (Remote URL) with the BigML API

Create a source with a provided remote URL that points to the data file that you want BigML to download for you. See the docs.

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Overview of BigML#

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.

Connect BigML#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    bigml: {
      type: "app",
      app: "bigml",
    }
  },
  async run({steps, $}) {
    return await axios($, {
      url: `https://bigml.io/andromeda/source`,
      params: {
        username: `${this.bigml.$auth.username}`,
        api_key: `${this.bigml.$auth.api_key}`,
      },
    })
  },
})

Overview of Shopify#

The Shopify Admin REST & GraphQL API unleashes a myriad of possibilities to automate and enhance online store operations. It provides programmatic access to Shopify functionalities, allowing users to manage products, customers, orders, and more. Leveraging the Shopify Admin API within Pipedream, developers can create custom workflows that automate repetitive tasks, sync data across platforms, and respond dynamically to events in Shopify.

This integration can be used as a custom app on your store, or for automating actions on behalf of merchants through your Shopify app.

Looking for integrating into the Shopify Partner API for your apps, themes or referrals? Check out our Shopify Partner API integration.

Connect Shopify#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    shopify_developer_app: {
      type: "app",
      app: "shopify_developer_app",
    }
  },
  async run({steps, $}) {
    const data = {
      "query": `{  
        shop { 
          id 
          name
          email 
        } 
      }`,
    }
    return await axios($, {
      method: "post",
      url: `https://${this.shopify_developer_app.$auth.shop_id}.myshopify.com/admin/api/2024-04/graphql.json`,
      headers: {
        "X-Shopify-Access-Token": `${this.shopify_developer_app.$auth.access_token}`,
        "Content-Type": `application/json`,
      },
      data,
    })
  },
})

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