Classify Text with MonkeyLearn API on New Deleted Record (of Selectable Type) from Salesforce API

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New Deleted Record (of Selectable Type) from the Salesforce API

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Classify Text with the MonkeyLearn API

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Getting Started#

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

Select this integration
Configure the New Deleted Record (of Selectable Type) trigger
1. Connect your Salesforce account
2. Configure timer
3. Select a Object Type
Configure the Classify Text action
1. Connect your MonkeyLearn account
2. Select a Classifier Id
3. Configure Data
4. Optional- Configure Production Model
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 Deleted Record (of Selectable Type) on Salesforce

Description:Emit new event (at regular intervals) when a record of arbitrary object type (selected as an input parameter by the user) is deleted. [See the docs](https://sforce.co/3msDDEE) for more information.

Version:0.0.4

Key:salesforce_rest_api-record-deleted

View on GitHub

Salesforce Overview#

The Salesforce (REST API) provides a powerful platform for creating and managing customer relationships with a wide array of features like data manipulation, querying, and complex automation. With Pipedream's serverless execution, you can create workflows that automate your sales processes, sync data with other platforms, enhance customer engagement, and trigger actions based on specific events. Dive into Salesforce data, streamline lead management, track customer interactions, and push or pull data to or from Salesforce seamlessly.

Trigger Code#

import startCase from "lodash/startCase.js";

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

export default {
  ...common,
  type: "source",
  name: "New Deleted Record (of Selectable Type)",
  key: "salesforce_rest_api-record-deleted",
  description: "Emit new event (at regular intervals) when a record of arbitrary object type (selected as an input parameter by the user) is deleted. [See the docs](https://sforce.co/3msDDEE) for more information.",
  version: "0.0.4",
  methods: {
    ...common.methods,
    generateMeta(item) {
      const {
        id,
        deletedDate,
      } = item;
      const entityType = startCase(this.objectType);
      const summary = `${entityType} deleted: ${id}`;
      const ts = Date.parse(deletedDate);
      return {
        id,
        summary,
        ts,
      };
    },
    async processEvent(eventData) {
      const {
        startTimestamp,
        endTimestamp,
      } = eventData;
      const {
        deletedRecords,
        latestDateCovered,
      } = await this.salesforce.getDeletedForObjectType(
        this.objectType,
        startTimestamp,
        endTimestamp,
      );
      this.setLatestDateCovered(latestDateCovered);

      // When a record is deleted, the `getDeleted` API only shows the ID of the
      // deleted item and the date in which it was deleted.
      deletedRecords.forEach((item) => {
        const meta = this.generateMeta(item);
        this.$emit(item, meta);
      });
    },
  },
};

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
Salesforce	`salesforce`	`app`	This component uses the Salesforce app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Object Type	`objectType`	`string`	Select a value from the drop down menu.

Trigger Authentication#

Salesforce uses OAuth authentication. When you connect your Salesforce account, Pipedream will open a popup window where you can sign into Salesforce and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Salesforce API.

Pipedream requests the following authorization scopes when you connect your account:

About Salesforce#

Web services API for interacting with Salesforce

Action#

Classify Text on MonkeyLearn

Description:Classifies texts with a given classifier. [See the docs here](https://monkeylearn.com/api/v3/#classify)

Version:0.0.1

Key:monkeylearn-classify-text

View on GitHub

MonkeyLearn Overview#

MonkeyLearn is a text analysis platform that employs machine learning to extract and process data from chunks of text. By leveraging the MonkeyLearn API on Pipedream, you can automate the categorization of text, extract specific data, analyze sentiment, and more, all in real-time. This enables the development of powerful custom workflows that can analyze customer feedback, automate email processing, or provide insightful analytics on textual data from various sources.

Action Code#

import app from "../../monkeylearn.app.mjs";
import { ConfigurationError } from "@pipedream/platform";

export default {
  key: "monkeylearn-classify-text",
  name: "Classify Text",
  description: "Classifies texts with a given classifier. [See the docs here](https://monkeylearn.com/api/v3/#classify)",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    classifierId: {
      propDefinition: [
        app,
        "classifierId",
      ],
    },
    data: {
      propDefinition: [
        app,
        "data",
      ],
    },
    productionModel: {
      propDefinition: [
        app,
        "productionModel",
      ],
    },
  },
  async run({ $ }) {
    const {
      classifierId,
      data,
      productionModel,
    } = this;
    if (!data || !Array.isArray(data) || data.length === 0) {
      throw new ConfigurationError("Data array is required and must have at least one string to be classified.");
    }
    const response = await this.app.classifyText($, classifierId, data, productionModel);
    $.export("$summary", "Successfully classified all elements");
    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
MonkeyLearn	`app`	`app`	This component uses the MonkeyLearn app.
Classifier Id	`classifierId`	`string`	Select a value from the drop down menu.
Data	`data`	`string[]`	A list of up to 500 data elements. Each element must be a string with the text.
Production Model	`productionModel`	`boolean`	Indicates if the extractions are performed by the production model. Only use this parameter on custom models. Note that you first need to deploy your model to production.

Action Authentication#

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

MonkeyLearn requires that you authenticate by sending an API Key with each request to grant you access to the API. See docs.

About MonkeyLearn#

Text Analysis

More Ways to Connect MonkeyLearn + Salesforce#

Other Popular Integrations#

Classify Text with MonkeyLearn API on New Object (Instant, of Selectable Type) from Salesforce (REST API) API

Salesforce + MonkeyLearn

Classify Text with MonkeyLearn API on New Deleted Record (of Selectable Type) from Salesforce API

Pipedream makes it easy to connect APIs for MonkeyLearn, Salesforce and 2,400+ other apps remarkably fast.

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Developers ♥ Pipedream

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