Image Background Removal with Runware API on New Record (of Selectable Type) from Salesforce API

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New Record (of Selectable Type) from the Salesforce API

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Image Background Removal with the Runware API

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Getting Started#

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

Select this integration
Configure the New Record (of Selectable Type) trigger
1. Connect your Salesforce account
2. Configure timer
3. Select a Object Type
Configure the Image Background Removal action
1. Connect your Runware account
2. Configure Input Image
3. Optional- Select a Output Type
4. Optional- Select a Output Format
5. Optional- Configure Include Cost
6. Optional- Configure RGB
7. Optional- Configure Post-Process Mask
8. Optional- Configure Return Only Mask
9. Optional- Configure Alpha Matting
10. Optional- Configure Alpha Matting Foreground Threshold
11. Optional- Configure Alpha Matting Background Threshold
12. Optional- Configure Alpha Matting Erode Size
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 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 created. See [the docs](https://sforce.co/3yPSJZy) for more information.

Version:0.0.6

Key:salesforce_rest_api-new-record

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 Record (of Selectable Type)",
  key: "salesforce_rest_api-new-record",
  description: "Emit new event (at regular intervals) when a record of arbitrary object type (selected as an input parameter by the user) is created. See [the docs](https://sforce.co/3yPSJZy) for more information.",
  version: "0.0.6",
  hooks: {
    ...common.hooks,
    async activate() {
      const {
        objectType,
        getObjectTypeDescription,
        setObjectTypeColumns,
      } = this;

      await common.hooks.activate.call(this);

      const { fields } = await getObjectTypeDescription(objectType);
      const columns = fields.map(({ name }) => name);

      setObjectTypeColumns(columns);
    },
  },
  methods: {
    ...common.methods,
    generateMeta(item, fieldName) {
      const { objectType } = this;
      const {
        CreatedDate: createdDate,
        [fieldName]: name,
        Id: id,
      } = item;
      const entityType = startCase(objectType);
      const summary = `New ${entityType} created: ${name}`;
      const ts = Date.parse(createdDate);
      return {
        id,
        summary,
        ts,
      };
    },
    async processEvent(eventData) {
      const {
        paginate,
        objectType,
        setLatestDateCovered,
        getObjectTypeColumns,
        getNameField,
        generateMeta,
        $emit: emit,
      } = this;

      const {
        startTimestamp,
        endTimestamp,
      } = eventData;

      const fieldName = getNameField();
      const columns = getObjectTypeColumns();

      const events = await paginate({
        objectType,
        startTimestamp,
        endTimestamp,
        columns,
      });

      const [
        latestEvent,
      ] = events;

      if (latestEvent?.CreatedDate) {
        const latestDateCovered = new Date(latestEvent.CreatedDate);
        latestDateCovered.setSeconds(0);
        setLatestDateCovered(latestDateCovered.toISOString());
      }

      Array.from(events)
        .reverse()
        .forEach((item) => {
          const meta = generateMeta(item, fieldName);
          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#

Image Background Removal on Runware

Description:Request an image background removal task to be processed by the Runware API. [See the documentation](https://docs.runware.ai/en/image-editing/background-removal).

Version:0.0.1

Key:runware-image-background-removal

View on GitHub

Action Code#

import { ConfigurationError } from "@pipedream/platform";
import { v4 as uuid } from "uuid";
import app from "../../runware.app.mjs";
import constants from "../../common/constants.mjs";
import utils from "../../common/utils.mjs";

export default {
  key: "runware-image-background-removal",
  name: "Image Background Removal",
  description: "Request an image background removal task to be processed by the Runware API. [See the documentation](https://docs.runware.ai/en/image-editing/background-removal).",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    inputImage: {
      propDefinition: [
        app,
        "inputImage",
      ],
    },
    outputType: {
      propDefinition: [
        app,
        "outputType",
      ],
    },
    outputFormat: {
      propDefinition: [
        app,
        "outputFormat",
      ],
    },
    includeCost: {
      propDefinition: [
        app,
        "includeCost",
      ],
    },
    rgb: {
      type: "string[]",
      label: "RGB",
      description: "An array representing the `[red, green, blue]` values that define the color of the removed background. Eg. `[255, 255, 255]`.",
      optional: true,
    },
    postProcessMask: {
      type: "boolean",
      label: "Post-Process Mask",
      description: "Flag indicating whether to post-process the mask. Controls whether the mask should undergo additional post-processing. This step can improve the accuracy and quality of the background removal mask.",
      optional: true,
    },
    returnOnlyMask: {
      type: "boolean",
      label: "Return Only Mask",
      description: "Flag indicating whether to return only the mask. The mask is the opposite of the image background removal.",
      optional: true,
    },
    alphaMatting: {
      type: "boolean",
      label: "Alpha Matting",
      description: "Flag indicating whether to use alpha matting. Alpha matting is a post-processing technique that enhances the quality of the output by refining the edges of the foreground object.",
      optional: true,
    },
    alphaMattingForegroundThreshold: {
      type: "integer",
      label: "Alpha Matting Foreground Threshold",
      description: "Threshold value used in alpha matting to distinguish the foreground from the background. Adjusting this parameter affects the sharpness and accuracy of the foreground object edges. Eg. `240`.",
      optional: true,
      min: 1,
      max: 255,
    },
    alphaMattingBackgroundThreshold: {
      type: "integer",
      label: "Alpha Matting Background Threshold",
      description: "Threshold value used in alpha matting to refine the background areas. It influences how aggressively the algorithm removes the background while preserving image details. The higher the value, the more computation is needed and therefore the more expensive the operation is. Eg. `10`.",
      optional: true,
      min: 1,
      max: 255,
    },
    alphaMattingErodeSize: {
      type: "integer",
      label: "Alpha Matting Erode Size",
      description: "Specifies the size of the erosion operation used in alpha matting. Erosion helps in smoothing the edges of the foreground object for a cleaner removal of the background. Eg. `10`.",
      optional: true,
      min: 1,
      max: 255,
    },
  },
  methods: {
    getRGBA(rgb, alpha = 0) {
      if (rgb) {
        const parsed = utils.parseArray(rgb).map((value) => parseInt(value, 10));
        return parsed.concat(alpha);
      }
    },
  },
  async run({ $ }) {
    const {
      app,
      getRGBA,
      inputImage,
      outputType,
      outputFormat,
      includeCost,
      rgb,
      postProcessMask,
      returnOnlyMask,
      alphaMatting,
      alphaMattingForegroundThreshold,
      alphaMattingBackgroundThreshold,
      alphaMattingErodeSize,
    } = this;

    if (rgb && utils.parseArray(rgb).length !== 3) {
      throw new ConfigurationError("The **RGB** array must contain exactly 3 integer numbers. Eg. `[255, 255, 255]`.");
    }

    const response = await app.post({
      $,
      data: [
        {
          taskType: constants.TASK_TYPE.IMAGE_BACKGROUND_REMOVAL.value,
          taskUUID: uuid(),
          inputImage,
          outputType,
          outputFormat,
          includeCost,
          rgba: getRGBA(rgb),
          postProcessMask,
          returnOnlyMask,
          alphaMatting,
          alphaMattingForegroundThreshold,
          alphaMattingBackgroundThreshold,
          alphaMattingErodeSize,
        },
      ],
    });

    $.export("$summary", `Successfully requested image background removal task with UUID \`${response.data[0].taskUUID}\`.`);
    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
Runware	`app`	`app`	This component uses the Runware app.
Input Image	`inputImage`	`string`	Specifies the input image to be processed. The image can be specified in one of the following formats: An UUID v4 string of a previously uploaded image or a generated image. A data URI string representing the image. The data URI must be in the format `data:<mediaType>;base64,` followed by the base64-encoded image. For example: `data:image/png;base64,iVBORw0KGgo...`. A base64 encoded image without the data URI prefix. For example: `iVBORw0KGgo...`. A URL pointing to the image. The image must be accessible publicly. Supported formats are: PNG, JPG and WEBP.
Output Type	`outputType`	`string`	Select a value from the drop down menu:`base64DatadataURIURL`
Output Format	`outputFormat`	`string`	Select a value from the drop down menu:`PNGJPGWEBP`
Include Cost	`includeCost`	`boolean`	If set to `true`, the cost to perform the task will be included in the response object. Defaults to `false`.
RGB	`rgb`	`string[]`	An array representing the `[red, green, blue]` values that define the color of the removed background. Eg. `[255, 255, 255]`.
Post-Process Mask	`postProcessMask`	`boolean`	Flag indicating whether to post-process the mask. Controls whether the mask should undergo additional post-processing. This step can improve the accuracy and quality of the background removal mask.
Return Only Mask	`returnOnlyMask`	`boolean`	Flag indicating whether to return only the mask. The mask is the opposite of the image background removal.
Alpha Matting	`alphaMatting`	`boolean`	Flag indicating whether to use alpha matting. Alpha matting is a post-processing technique that enhances the quality of the output by refining the edges of the foreground object.
Alpha Matting Foreground Threshold	`alphaMattingForegroundThreshold`	`integer`	Threshold value used in alpha matting to distinguish the foreground from the background. Adjusting this parameter affects the sharpness and accuracy of the foreground object edges. Eg. `240`.
Alpha Matting Background Threshold	`alphaMattingBackgroundThreshold`	`integer`	Threshold value used in alpha matting to refine the background areas. It influences how aggressively the algorithm removes the background while preserving image details. The higher the value, the more computation is needed and therefore the more expensive the operation is. Eg. `10`.
Alpha Matting Erode Size	`alphaMattingErodeSize`	`integer`	Specifies the size of the erosion operation used in alpha matting. Erosion helps in smoothing the edges of the foreground object for a cleaner removal of the background. Eg. `10`.

Action Authentication#

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

About Runware#

Low Cost, Ultra-Fast Stable Diffusion API

More Ways to Connect Runware + Salesforce#

Other Popular Integrations#

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Image Background Removal with Runware API on New Record (of Selectable Type) from Salesforce API

Pipedream makes it easy to connect APIs for Runware, 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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