Make Prediction with Akkio API on New Webhook Event (Instant) from Supabase API

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New Webhook Event (Instant) from the Supabase API

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Make Prediction with the Akkio API

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Getting Started#

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

Select this integration
Configure the New Webhook Event (Instant) trigger
1. Connect your Supabase account
2. Configure Table
3. Optional- Configure Row Identifier
Configure the Make Prediction action
1. Connect your Akkio account
2. Configure Data
3. Select a Model 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 Webhook Event (Instant) on Supabase

Description:Emit new event for every `insert`, `update`, or `delete` operation in a table. This source requires user configuration using the Supabase website. More information in the README. [Also see documentation here](https://supabase.com/docs/guides/database/webhooks#creating-a-webhook)

Version:0.0.5

Key:supabase-new-webhook-event

View on GitHub

Supabase Overview#

Supabase is a real-time backend-as-a-service that provides developers with a suite of tools to quickly build and scale their applications. It offers database storage, authentication, instant APIs, and real-time subscriptions. With the Supabase API, you can perform CRUD operations on your database, manage users, and listen to database changes in real time. When integrated with Pipedream, you can automate workflows that react to these database events, synchronize data across multiple services, or streamline user management processes.

Trigger Code#

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

export default {
  key: "supabase-new-webhook-event",
  name: "New Webhook Event (Instant)",
  description: "Emit new event for every `insert`, `update`, or `delete` operation in a table. This source requires user configuration using the Supabase website. More information in the README. [Also see documentation here](https://supabase.com/docs/guides/database/webhooks#creating-a-webhook)",
  version: "0.0.5",
  type: "source",
  props: {
    ...base.props,
    http: {
      type: "$.interface.http",
    },
  },
  hooks: {
    async deploy() {
      const client = await this.supabase._client();
      const query = client
        .from(this.table)
        .select()
        .range(0, constants.HISTORICAL_EVENT_LIMIT);
      const { data } = await query;
      for (const row of data) {
        this.$emit({
          record: row,
        }, {
          summary: "Historical row in table",
        });
      }
    },
  },
  async run(event) {
    const { body: data } = event;
    let summary = `New ${data.type} event in table`;
    if (data.record?.[this.rowIdentifier]) {
      summary = `${summary}: ${data.record[this.rowIdentifier]}`;
    }
    this.$emit(data, {
      summary,
    });
  },
};

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
Supabase	`supabase`	`app`	This component uses the Supabase app.
Table	`table`	`string`	The name of the table to watch for new rows
Row Identifier	`rowIdentifier`	`string`	The column name to use as the row identifier
N/A	`http`	`$.interface.http`	This component uses `$.interface.http` to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the `run()` method of the component.

Trigger Authentication#

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

Supabase provides a Service Key to get started. You can find the service_role in the API Settings page.

Finding the Supabase subdomain

About Supabase#

Supabase is an open source Firebase alternative.

Action#

Make Prediction on Akkio

Description:Makes a prediction based on the input props. [See the documentation](https://docs.akkio.com/akkio-docs/rest-api/api-options/curl-commands)

Version:0.0.1

Key:akkio-make-prediction

View on GitHub

Action Code#

import akkio from "../../akkio.app.mjs";
import { parseObject } from "../../common/utils.mjs";

export default {
  key: "akkio-make-prediction",
  name: "Make Prediction",
  description: "Makes a prediction based on the input props. [See the documentation](https://docs.akkio.com/akkio-docs/rest-api/api-options/curl-commands)",
  version: "0.0.1",
  type: "action",
  props: {
    akkio,
    data: {
      type: "string[]",
      label: "Data",
      description: "Data in the format of: [{'field name 1': 'value 1', 'field name 2': 0}, {...}, ...]",
    },
    modelId: {
      type: "string",
      label: "Model ID",
      description: "The ID of the model to make the prediction with",
      async options() {
        const { models } = await this.akkio.getAllModels();

        return models.map(({
          id: value, name: label,
        }) => ({
          label,
          value,
        }));
      },
    },

  },
  async run({ $ }) {
    const response = await this.akkio.makePrediction({
      $,
      data: {
        data: parseObject(this.data),
        id: this.modelId,
      },
    });

    $.export("$summary", `Successfully made prediction with model ID ${this.modelId}`);
    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
Akkio	`akkio`	`app`	This component uses the Akkio app.
Data	`data`	`string[]`	Data in the format of: [{'field name 1': 'value 1', 'field name 2': 0}, {...}, ...]
Model ID	`modelId`	`string`	Select a value from the drop down menu.

Action Authentication#

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

About Akkio#

AI Data Platform for Agencies.

More Ways to Connect Akkio + Supabase#

Other Popular Integrations#

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Popular Triggers#

New Row Added from the Supabase API

Emit new event for every new row added in a table. See documentation here

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New Webhook Event (Instant) from the Supabase API

Emit new event for every insert, update, or delete operation in a table. This source requires user configuration using the Supabase website. More information in the README. Also see documentation here

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