Remove background with Remove.bg API on Failed Task in Schema from Snowflake API

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Failed Task in Schema from the Snowflake API

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Remove background with the Remove.bg API

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Getting Started#

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

Select this integration
Configure the Failed Task in Schema trigger
1. Connect your Snowflake account
2. Configure timer
3. Select a Database
4. Select one or more Schema
5. Optional- Configure Task Name
Configure the Remove background action
1. Connect your Remove.bg account
2. Optional- Configure image_file
3. Optional- Configure image_file_b64
4. Configure image_url
5. Optional- Configure size
6. Optional- Configure type
7. Optional- Configure format
8. Optional- Configure roi
9. Optional- Configure crop
10. Optional- Configure crop_margin
11. Optional- Configure scale
12. Optional- Configure position
13. Optional- Configure channels
14. Optional- Configure add_shadow
15. Optional- Configure bg_color
16. Optional- Configure bg_image_url
17. Optional- Configure bg_image_file
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#

Failed Task in Schema on Snowflake

Description:Emit new events when a task fails in a database schema

Version:0.1.2

Key:snowflake-failed-task-in-schema

View on GitHub

Snowflake Overview#

Snowflake offers a cloud database and related tools to help developers create robust, secure, and scalable data warehouses. See Snowflake's Key Concepts & Architecture.

Getting Started

1. Create a user, role and warehouse in Snowflake

Snowflake recommends you create a new user, role, and warehouse when you integrate a third-party tool like Pipedream. This way, you can control permissions via the user / role, and separate Pipedream compute and costs with the warehouse. You can do this directly in the Snowflake UI.

We recommend you create a read-only account if you only need to query Snowflake. If you need to insert data into Snowflake, add permissions on the appropriate objects after you create your user.

2. Enter those details in Pipedream

Visit https://pipedream.com/accounts. Click the button to Connect an App. Enter the required Snowflake account data.

You'll only need to connect your account once in Pipedream. You can connect this account to multiple workflows to run queries against Snowflake, insert data, and more.

3. Build your first workflow

Visit https://pipedream.com/new to build your first workflow. Pipedream workflows let you connect Snowflake with 1,000+ other apps. You can trigger workflows on Snowflake queries, sending results to Slack, Google Sheets, or any app that exposes an API. Or you can accept data from another app, transform it with Python, Node.js, Go or Bash code, and insert it into Snowflake.

Learn more at Pipedream University.

Trigger Code#

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

export default {
  ...common,
  props: {
    ...common.props,
    timer: {
      description: "Watch for failed tasks on this schedule",
      type: "$.interface.timer",
      default: {
        intervalSeconds: 15 * 60,
      },
    },
    database: {
      propDefinition: [
        common.props.snowflake,
        "database",
      ],
    },
    schemas: {
      propDefinition: [
        common.props.snowflake,
        "schema",
        (configuredProps) => ({
          database: configuredProps.database,
        }),
      ],
      type: "string[]",
    },
    taskName: {
      type: "string",
      label: "Task Name",
      description: "The name of the task to watch for failures. It allows you to use Regex to match multiple tasks.",
      optional: true,
    },
  },
  type: "source",
  key: "snowflake-failed-task-in-schema",
  // eslint-disable-next-line
  name: "Failed Task in Schema",
  description: "Emit new events when a task fails in a database schema",
  version: "0.1.2",
  async run() {
    await this.emitFailedTasks({
      database: this.database,
      schemas: this.schemas,
      taskName: this.taskName,
    });
  },
};

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
Snowflake	`snowflake`	`app`	This component uses the Snowflake app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`	Watch for failed tasks on this schedule
Database	`database`	`string`	Select a value from the drop down menu.
Schema	`schemas`	`string[]`	Select a value from the drop down menu.
Task Name	`taskName`	`string`	The name of the task to watch for failures. It allows you to use Regex to match multiple tasks.

Trigger Authentication#

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

We recommend you create a read-only account if you only need to query Snowflake. If you need to insert data into Snowflake, add permissions on the appropriate objects after you create your user.

About Snowflake#

A data warehouse built for the cloud

Action#

Remove background on Remove.bg

Description:Remove the background of an image

Version:0.1.1

Key:remove_bg-remove-background

View on GitHub

Remove.bg Overview#

Remove.bg is a powerful API for automatic image background removal, allowing developers to seamlessly strip backgrounds from images and photos. Integrating Remove.bg in Pipedream workflows enables the creation of automated processes for graphic design, e-commerce product listings, profile picture moderation, and more. The API uses sophisticated AI algorithms to detect and separate foreground elements from their backgrounds, offering a clean and precise cutout that can be used across various applications.

Action Code#

// legacy_hash_id: a_4rioN5
import { axios } from "@pipedream/platform";

export default {
  key: "remove_bg-remove-background",
  name: "Remove background",
  description: "Remove the background of an image",
  version: "0.1.1",
  type: "action",
  props: {
    remove_bg: {
      type: "app",
      app: "remove_bg",
    },
    image_file: {
      type: "string",
      description: "Source image file (binary). (If this parameter is present, the other image source parameters must be empty.)",
      optional: true,
    },
    image_file_b64: {
      type: "string",
      description: "Source image file (base64-encoded string). (If this parameter is present, the other image source parameters must be empty.)",
      optional: true,
    },
    image_url: {
      type: "string",
      description: "Source image URL. (If this parameter is present, the other image source parameters must be empty.)",
    },
    size: {
      type: "string",
      description: "Maximum output image resolution: \"preview\" (default) = Resize image to 0.25 megapixels (e.g. 625×400 pixels)  0.25 credits per image, \"full\" = Use original image resolution, up to 25 megapixels (e.g. 6250x4000) with formats ZIP or JPG, or up to 10 megapixels (e.g. 4000x2500) with PNG  1 credit per image), \"auto\" = Use highest available resolution (based on image size and available credits). For backwards-compatibility this parameter also accepts the values \"medium\" (up to 1.5 megapixels) and \"hd\" (up to 4 megapixels) for 1 credit per image. The value \"full\" is also available under the name \"4k\" and the value \"preview\" is aliased as \"small\" and \"regular\".",
      optional: true,
    },
    type: {
      type: "string",
      description: "Foreground type: \"auto\" = Automatically detect kind of foreground, \"person\" = Use person(s) as foreground, \"product\" = Use product(s) as foreground. \"car\" = Use car as foreground,",
      optional: true,
    },
    format: {
      type: "string",
      description: "Result image format: \"auto\" = Use PNG format if transparent regions exist, otherwise use JPG format (default), \"png\" = PNG format with alpha transparency, \"jpg\" = JPG format, no transparency, \"zip\" = ZIP format, contains color image and alpha matte image, supports transparency (recommended).",
      optional: true,
    },
    roi: {
      type: "string",
      description: "Region of interest: Only contents of this rectangular region can be detected as foreground. Everything outside is considered background and will be removed. The rectangle is defined as two x/y coordinates in the format \"<x1> <y1> <x2> <y2>\". The coordinates can be in absolute pixels (suffix 'px') or relative to the width/height of the image (suffix '%'). By default, the whole image is the region of interest (\"0% 0% 100% 100%\").",
      optional: true,
    },
    crop: {
      type: "boolean",
      description: "Whether to crop off all empty regions (default: false). Note that cropping has no effect on the amount of charged credits.",
      optional: true,
    },
    crop_margin: {
      type: "string",
      description: "Adds a margin around the cropped subject (default: 0). Can be an absolute value (e.g. \"30px\") or relative to the subject size (e.g. \"10%\"). Can be a single value (all sides), two values (top/bottom and left/right) or four values (top, right, bottom, left). This parameter only has an effect when \"crop=true\". The maximum margin that can be added on each side is 50% of the subject dimensions or 500 pixels.",
      optional: true,
    },
    scale: {
      type: "string",
      description: "Scales the subject relative to the total image size. Can be any value from \"10%\" to \"100%\", or \"original\" (default). Scaling the subject implies \"position=center\" (unless specified otherwise).",
      optional: true,
    },
    position: {
      type: "string",
      description: "Positions the subject within the image canvas. Can be \"original\" (default unless \"scale\" is given), \"center\" (default when \"scale\" is given) or a value from \"0%\" to \"100%\" (both horizontal and vertical) or two values (horizontal, vertical).",
      optional: true,
    },
    channels: {
      type: "string",
      description: "Request either the finalized image (\"rgba\", default) or an alpha mask (\"alpha\"). Note: Since remove.bg also applies RGB color corrections on edges, using only the alpha mask often leads to a lower final image quality. Therefore \"rgba\" is recommended.",
      optional: true,
    },
    add_shadow: {
      type: "boolean",
      description: "Whether to add an artificial shadow to the result (default: false).",
      optional: true,
    },
    bg_color: {
      type: "string",
      description: "Adds a solid color background. Can be a hex color code (e.g. 81d4fa, fff) or a color name (e.g. green). For semi-transparency, 4-/8-digit hex codes are also supported (e.g. 81d4fa77). (If this parameter is present, the other bg_ parameters must be empty.)",
      optional: true,
    },
    bg_image_url: {
      type: "string",
      description: "Adds a background image from a URL. The image is centered and resized to fill the canvas while preserving the aspect ratio, unless it already has the exact same dimensions as the foreground image. (If this parameter is present, the other bg_ parameters must be empty.)",
      optional: true,
    },
    bg_image_file: {
      type: "string",
      description: "Adds a background image from a file (binary). The image is centered and resized to fill the canvas while preserving the aspect ratio, unless it already has the exact same dimensions as the foreground image. (If this parameter is present, the other bg_ parameters must be empty.)",
      optional: true,
    },
  },
  async run({ $ }) {
    const data = {
      image_file: this.image_file,
      image_file_b64: this.image_file_b64,
      image_url: this.image_url,
      size: this.size,
      type: this.type,
      format: this.format,
      roi: this.roi,
      crop: this.crop,
      crop_margin: this.crop_margin,
      scale: this.scale,
      position: this.position,
      channels: this.channels,
      add_shadow: this.add_shadow,
      bg_color: this.bg_color,
      bg_image_url: this.bg_image_url,
      bg_image_file: this.bg_image_file,
    };
    const config = {
      method: "post",
      url: "https://api.remove.bg/v1.0/removebg",
      headers: {
        "X-API-Key": `${this.remove_bg.$auth.api_key}`,
        "Accept": "application/json",
      },
      data,
    };
    return await axios($, config);
  },
};

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
Remove.bg	`remove_bg`	`app`	This component uses the Remove.bg app.
image_file	`image_file`	`string`	Source image file (binary). (If this parameter is present, the other image source parameters must be empty.)
image_file_b64	`image_file_b64`	`string`	Source image file (base64-encoded string). (If this parameter is present, the other image source parameters must be empty.)
image_url	`image_url`	`string`	Source image URL. (If this parameter is present, the other image source parameters must be empty.)
size	`size`	`string`	Maximum output image resolution: "preview" (default) = Resize image to 0.25 megapixels (e.g. 625×400 pixels) 0.25 credits per image, "full" = Use original image resolution, up to 25 megapixels (e.g. 6250x4000) with formats ZIP or JPG, or up to 10 megapixels (e.g. 4000x2500) with PNG 1 credit per image), "auto" = Use highest available resolution (based on image size and available credits). For backwards-compatibility this parameter also accepts the values "medium" (up to 1.5 megapixels) and "hd" (up to 4 megapixels) for 1 credit per image. The value "full" is also available under the name "4k" and the value "preview" is aliased as "small" and "regular".
type	`type`	`string`	Foreground type: "auto" = Automatically detect kind of foreground, "person" = Use person(s) as foreground, "product" = Use product(s) as foreground. "car" = Use car as foreground,
format	`format`	`string`	Result image format: "auto" = Use PNG format if transparent regions exist, otherwise use JPG format (default), "png" = PNG format with alpha transparency, "jpg" = JPG format, no transparency, "zip" = ZIP format, contains color image and alpha matte image, supports transparency (recommended).
roi	`roi`	`string`	Region of interest: Only contents of this rectangular region can be detected as foreground. Everything outside is considered background and will be removed. The rectangle is defined as two x/y coordinates in the format "<x1> <y1> <x2> <y2>". The coordinates can be in absolute pixels (suffix 'px') or relative to the width/height of the image (suffix '%'). By default, the whole image is the region of interest ("0% 0% 100% 100%").
crop	`crop`	`boolean`	Whether to crop off all empty regions (default: false). Note that cropping has no effect on the amount of charged credits.
crop_margin	`crop_margin`	`string`	Adds a margin around the cropped subject (default: 0). Can be an absolute value (e.g. "30px") or relative to the subject size (e.g. "10%"). Can be a single value (all sides), two values (top/bottom and left/right) or four values (top, right, bottom, left). This parameter only has an effect when "crop=true". The maximum margin that can be added on each side is 50% of the subject dimensions or 500 pixels.
scale	`scale`	`string`	Scales the subject relative to the total image size. Can be any value from "10%" to "100%", or "original" (default). Scaling the subject implies "position=center" (unless specified otherwise).
position	`position`	`string`	Positions the subject within the image canvas. Can be "original" (default unless "scale" is given), "center" (default when "scale" is given) or a value from "0%" to "100%" (both horizontal and vertical) or two values (horizontal, vertical).
channels	`channels`	`string`	Request either the finalized image ("rgba", default) or an alpha mask ("alpha"). Note: Since remove.bg also applies RGB color corrections on edges, using only the alpha mask often leads to a lower final image quality. Therefore "rgba" is recommended.
add_shadow	`add_shadow`	`boolean`	Whether to add an artificial shadow to the result (default: false).
bg_color	`bg_color`	`string`	Adds a solid color background. Can be a hex color code (e.g. 81d4fa, fff) or a color name (e.g. green). For semi-transparency, 4-/8-digit hex codes are also supported (e.g. 81d4fa77). (If this parameter is present, the other bg_ parameters must be empty.)
bg_image_url	`bg_image_url`	`string`	Adds a background image from a URL. The image is centered and resized to fill the canvas while preserving the aspect ratio, unless it already has the exact same dimensions as the foreground image. (If this parameter is present, the other bg_ parameters must be empty.)
bg_image_file	`bg_image_file`	`string`	Adds a background image from a file (binary). The image is centered and resized to fill the canvas while preserving the aspect ratio, unless it already has the exact same dimensions as the foreground image. (If this parameter is present, the other bg_ parameters must be empty.)