Create Text Annotation Task with Scale AI API on New Message (Instant) from Discord API

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New Message (Instant) from the Discord API

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Create Text Annotation Task with the Scale AI API

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Getting Started#

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

Select this integration
Configure the New Message (Instant) trigger
1. Connect your Discord account
2. Configure Channels
3. Configure discordApphook
Configure the Create Text Annotation Task action
1. Connect your Scale AI account
2. Optional- Select a Project
3. Optional- Configure Batch
4. Optional- Configure Instruction
5. Optional- Configure Callback URL
6. Optional- Configure Title
7. Optional- Configure Description
8. Optional- Configure Responses Required
9. Optional- Configure Priority
10. Optional- Configure Unique ID
11. Optional- Configure Clear Unique ID on Error
12. Configure Number of Fields
13. Configure Number of Attachments
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 Message (Instant) on Discord

Description:Emit new event for each message posted to one or more channels in a Discord server

Version:1.0.3

Key:discord-new-message

View on GitHub

Discord Overview#

The Discord API interacts seamlessly with Pipedream, empowering you to craft customized automations and workflows for your Discord server. With this powerful integration, you can automate tasks like message posting, user management, and notifications, based on a myriad of triggers and actions from different apps. These automations can enhance the Discord experience for community moderators and members, by synchronizing with external tools, organizing community engagement, and streamlining notifications.

Trigger Code#

import discord from "../../discord.app.mjs";
import sampleEmit from "./test-event.mjs";

export default {
  type: "source",
  key: "discord-new-message",
  name: "New Message (Instant)",
  description: "Emit new event for each message posted to one or more channels in a Discord server",
  version: "1.0.3",

  dedupe: "unique",
  props: {
    discord,
    channels: {
      type: "$.discord.channel[]",
      appProp: "discord",
      label: "Channels",
      description: "Select the channel(s) you'd like to be notified for",
    },
    // eslint-disable-next-line pipedream/props-label,pipedream/props-description
    discordApphook: {
      type: "$.interface.apphook",
      appProp: "discord",
      async eventNames() {
        return this.channels || [];
      },
    },
  },
  async run(event) {
    if (event.guildID != this.discord.$auth.guild_id) {
      return;
    }
    this.$emit(event, {
      id: event.id,
    });
  },
  sampleEmit,
};

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
Discord	`discord`	`app`	This component uses the Discord app.
Channels	`channels`	`$.discord.channel[]`	Select the channel(s) you'd like to be notified for
	`discordApphook`	`$.interface.apphook`

Trigger Authentication#

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

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

botemailidentifyguilds

About Discord#

Use this app to create a Discord source that emits messages from your guild to a Pipedream workflow.

Action#

Create Text Annotation Task on Scale AI

Description:Create a text annotation task. [See the documentation](https://docs.scale.com/reference/text-collection)

Version:0.0.2

Key:scale_ai-create-text-annotation-task

View on GitHub

Scale AI Overview#

Scale AI offers an API to automate and streamline data labeling for machine learning applications, providing access to a global workforce and sophisticated tools. With Scale AI's API on Pipedream, you can integrate scalable data annotation workflows directly into your apps. Trigger tasks, manage datasets, and receive annotated data, all within Pipedream's serverless platform. This enables seamless automation of labeling tasks, integration with machine learning pipelines, and real-time updates on annotations.

Action Code#

import app from "../../scale_ai.app.mjs";
import utils from "../../common/utils.mjs";
import constants from "../../common/constants.mjs";

export default {
  key: "scale_ai-create-text-annotation-task",
  name: "Create Text Annotation Task",
  description: "Create a text annotation task. [See the documentation](https://docs.scale.com/reference/text-collection)",
  type: "action",
  version: "0.0.2",
  props: {
    app,
    project: {
      propDefinition: [
        app,
        "project",
      ],
    },
    batch: {
      propDefinition: [
        app,
        "batch",
      ],
    },
    instruction: {
      propDefinition: [
        app,
        "instruction",
      ],
    },
    callbackUrl: {
      propDefinition: [
        app,
        "callbackUrl",
      ],
    },
    title: {
      type: "string",
      label: "Title",
      description: "The title of the task to be shown to scalers.",
      optional: true,
    },
    description: {
      type: "string",
      label: "Description",
      description: "The description of the task to be shown to scalers.",
      optional: true,
    },
    responsesRequired: {
      type: "integer",
      label: "Responses Required",
      description: "The number of responses required for the task to build consensus before returning the callback response. Upper bound of 100.",
      optional: true,
    },
    priority: {
      propDefinition: [
        app,
        "priority",
      ],
    },
    uniqueId: {
      propDefinition: [
        app,
        "uniqueId",
      ],
    },
    clearUniqueIdOnError: {
      type: "boolean",
      label: "Clear Unique ID on Error",
      description: "If set to be true, if a task errors out after being submitted, the **Unique ID** on the task will be unset. This param allows workflows where you can re-submit the same **Unique ID** to recover from errors automatically.",
      optional: true,
    },
    numberOfFields: {
      type: "integer",
      label: "Number of Fields",
      description: "The number of fields to be labeled",
      default: 1,
      reloadProps: true,
    },
    numberOfAttachments: {
      type: "integer",
      label: "Number of Attachments",
      description: "The number of attachments to be labeled",
      default: 1,
      reloadProps: true,
    },
  },
  methods: {
    choiceFieldsPropsMapper(prefix) {
      const {
        [`${prefix}label`]: label,
        [`${prefix}value`]: value,
        [`${prefix}hint`]: hint,
      } = this;

      return {
        label,
        value,
        hint,
      };
    },
    getChoiceFieldPropDefinitions({
      prefix, label,
    } = {}) {
      return {
        [`${prefix}label`]: {
          type: "string",
          label: `${label} - Label`,
          description: "The label of the choice.",
        },
        [`${prefix}value`]: {
          type: "string",
          label: `${label} - Value`,
          description: "The value of the choice.",
        },
        [`${prefix}hint`]: {
          type: "string",
          label: `${label} - Hint`,
          description: "The hint of the choice.",
          optional: true,
        },
      };
    },
    fieldsPropsMapper(prefix) {
      const {
        [`${prefix}type`]: type,
        [`${prefix}fieldId`]: fieldId,
        [`${prefix}title`]: title,
        [`${prefix}numberOfChoices`]: numberOfChoices,
        choiceFieldsPropsMapper,
      } = this;

      return {
        type,
        field_id: fieldId,
        title,
        choices: utils.getFieldsProps({
          numberOfFields: numberOfChoices,
          fieldName: "choice",
          prefix,
          propsMapper: choiceFieldsPropsMapper,
        }),
      };
    },
    getFieldsPropDefinitions({
      prefix,
      label,
    } = {}) {
      const {
        [`${prefix}numberOfChoices`]: numberOfChoices,
        getChoiceFieldPropDefinitions,
      } = this;

      return {
        [`${prefix}type`]: {
          type: "string",
          label: `${label} - Type`,
          description: "The type of field to be labeled.",
          optional: true,
          options: Object.values(constants.FIELD_CHOICE_TYPE),
        },
        [`${prefix}fieldId`]: {
          type: "string",
          label: `${label} - Field ID`,
          description: "A unique identifier for the field.",
          optional: true,
        },
        [`${prefix}title`]: {
          type: "string",
          label: `${label} - Title`,
          description: "The title of the field.",
          optional: true,
        },
        [`${prefix}numberOfChoices`]: {
          type: "integer",
          label: `${label} - Number of Choices`,
          description: "The number of choices for the field.",
          optional: true,
          default: 1,
          reloadProps: true,
        },
        ...utils.getAdditionalProps({
          numberOfFields: numberOfChoices,
          fieldName: "choice",
          prefix,
          label,
          getPropDefinitions: getChoiceFieldPropDefinitions,
        }),
      };
    },
    attachmentsPropsMapper(prefix) {
      const {
        [`${prefix}type`]: type,
        [`${prefix}content`]: content,
      } = this;

      return {
        type,
        content,
      };
    },
    getAttachmentsPropDefinitions({
      prefix,
      label,
    } = {}) {
      return {
        [`${prefix}type`]: {
          type: "string",
          label: `${label} - Type`,
          description: "The type of attachment. See [TextCollectionAttachment](https://docs.scale.com/reference/textcollectionattachment). One of `pdf`, `image`, `text`, `video`, `website`, or `audio`.",
          optional: true,
          options: Object.values(constants.ATTACHMENT_TYPE),
        },
        [`${prefix}content`]: {
          type: "string",
          label: `${label} - Content`,
          description: "The content of the attachment. See [TextCollectionAttachment](https://docs.scale.com/reference/textcollectionattachment).",
          optional: true,
        },
      };
    },
    createTextAnnotationTask(args = {}) {
      return this.app.post({
        path: "/task/textcollection",
        ...args,
      });
    },
  },
  async additionalProps() {
    const {
      numberOfFields,
      numberOfAttachments,
      getFieldsPropDefinitions,
      getAttachmentsPropDefinitions,
    } = this;

    const fields =  utils.getAdditionalProps({
      numberOfFields,
      fieldName: "field",
      getPropDefinitions: getFieldsPropDefinitions,
    });

    const attachments =  utils.getAdditionalProps({
      numberOfFields: numberOfAttachments,
      fieldName: "attachment",
      getPropDefinitions: getAttachmentsPropDefinitions,
    });

    return {
      ...fields,
      ...attachments,
    };
  },
  async run({ $: step }) {
    const {
      createTextAnnotationTask,
      project,
      batch,
      instruction,
      callbackUrl,
      title,
      description,
      responsesRequired,
      priority,
      uniqueId,
      clearUniqueIdOnError,
      numberOfFields,
      fieldsPropsMapper,
      numberOfAttachments,
      attachmentsPropsMapper,
    } = this;

    const response = await createTextAnnotationTask({
      step,
      data: {
        project,
        batch,
        instruction,
        callback_url: callbackUrl,
        title,
        description,
        responses_required: responsesRequired,
        priority,
        unique_id: uniqueId,
        clear_unique_id_on_error: clearUniqueIdOnError,
        fields: utils.getFieldsProps({
          numberOfFields,
          fieldName: "field",
          propsMapper: fieldsPropsMapper,
        }),
        attachments: utils.getFieldsProps({
          numberOfFields: numberOfAttachments,
          fieldName: "attachment",
          propsMapper: attachmentsPropsMapper,
        }),
      },
    });

    step.export("$summary", `Successfully created text annotation task with ID \`${response.task_id}\``);

    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
Scale AI	`app`	`app`	This component uses the Scale AI app.
Project	`project`	`string`	Select a value from the drop down menu.
Batch	`batch`	`string`	The name of the batch to associate this task with. Note that if a batch is specified, you need not specify the project, as the task will automatically be associated with the batch's project. For Scale Rapid projects specifying a batch is required. See Batches section for more details.
Instruction	`instruction`	`string`	A markdown-enabled string or iframe embedded Google Doc explaining how to do the task. You can use markdown to show example images, give structure to your instructions, and more. See our instruction best practices for more details. For Scale Rapid projects, DO NOT set this field unless you specifically want to override the project level instructions.
Callback URL	`callbackUrl`	`string`	The full url (including the scheme `http://` or `https://`) or email address of the callback that will be used when the task is completed.
Title	`title`	`string`	The title of the task to be shown to scalers.
Description	`description`	`string`	The description of the task to be shown to scalers.
Responses Required	`responsesRequired`	`integer`	The number of responses required for the task to build consensus before returning the callback response. Upper bound of 100.
Priority	`priority`	`integer`	A value of 10, 20, or 30 that defines the priority of a task within a project. The higher the number, the higher the priority.
Unique ID	`uniqueId`	`string`	A arbitrary ID that you can assign to a task and then query for later. This ID must be unique across all projects under your account, otherwise the task submission will be rejected. See Avoiding Duplicate Tasks for more details.
Clear Unique ID on Error	`clearUniqueIdOnError`	`boolean`	If set to be true, if a task errors out after being submitted, the Unique ID on the task will be unset. This param allows workflows where you can re-submit the same Unique ID to recover from errors automatically.
Number of Fields	`numberOfFields`	`integer`	The number of fields to be labeled
Number of Attachments	`numberOfAttachments`	`integer`	The number of attachments to be labeled

Create Text Annotation Task with Scale AI API on New Message (Instant) from Discord API

Pipedream makes it easy to connect APIs for Scale AI, Discord 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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