Extract Data from Document with Airparser API on New, Modified or Deleted Records from Airtable API

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New, Modified or Deleted Records from the Airtable API

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Extract Data from Document with the Airparser API

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Getting Started#

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

Select this integration
Configure the New, Modified or Deleted Records trigger
1. Connect your Airtable account
2. Configure timer
3. Select a Base
4. Select a Table
5. Optional- Configure Return Fields By Field ID
Configure the Extract Data from Document action
1. Connect your Airparser account
2. Select a Inbox ID
3. Select a Document 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, Modified or Deleted Records on Airtable

Description:Emit new event each time a record is added, updated, or deleted in an Airtable table. Supports tables up to 10,000 records

Version:0.0.6

Key:airtable_oauth-new-modified-or-deleted-records

View on GitHub

Airtable Overview#

Airtable (OAuth) API on Pipedream allows you to manipulate and leverage your Airtable data in a myriad of powerful ways. Sync data between Airtable and other apps, trigger workflows on updates, or process bulk data operations asynchronously. By using Airtable's structured databases with Pipedream's serverless platform, you can craft custom automation solutions, integrate with other services seamlessly, and streamline complex data processes.

Trigger Code#

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

export default {
  ...base,
  name: "New, Modified or Deleted Records",
  key: "airtable_oauth-new-modified-or-deleted-records",
  version: "0.0.6",
  type: "source",
  description: "Emit new event each time a record is added, updated, or deleted in an Airtable table. Supports tables up to 10,000 records",
  props: {
    ...base.props,
    tableId: {
      propDefinition: [
        base.props.airtable,
        "tableId",
        ({ baseId }) => ({
          baseId,
        }),
      ],
      description: "The table ID to watch for changes.",
    },
    returnFieldsByFieldId: {
      propDefinition: [
        base.props.airtable,
        "returnFieldsByFieldId",
      ],
    },
  },
  methods: {
    ...base.methods,
    _getPrevAllRecordIds() {
      return this.db.get("prevAllRecordIds");
    },
    _setPrevAllRecordIds(prevAllRecordIds) {
      this.db.set("prevAllRecordIds", prevAllRecordIds);
    },
  },
  async run(event) {
    const {
      baseId,
      tableId,
      viewId,
    } = this;

    const metadata = {
      baseId,
      tableId,
      viewId,
    };

    const prevAllRecordIds = this._getPrevAllRecordIds();

    const lastTimestamp = this._getLastTimestamp();
    const params = {
      filterByFormula: `LAST_MODIFIED_TIME() > "${lastTimestamp}"`,
      returnFieldsByFieldId: this.returnFieldsByFieldId || false,
    };

    const records = await this.airtable.listRecords({
      baseId,
      tableId,
      params,
    });

    let allRecordIds = [],
      newRecordsCount = 0,
      modifiedRecordsCount = 0,
      deletedRecordsCount = 0;

    if (records) {
      for (const record of records) {
        if (!lastTimestamp || moment(record.createdTime) > moment(lastTimestamp)) {
          record.type = "new_record";
          newRecordsCount++;
        } else {
          record.type = "record_modified";
          modifiedRecordsCount++;
        }

        record.metadata = metadata;

        this.$emit(record, {
          summary: `${record.type}: ${JSON.stringify(record.fields)}`,
          id: record.id,
        });
      }
    }

    delete params.filterByFormula;

    const data = await this.airtable.listRecords({
      baseId,
      tableId,
      params,
    });
    if (!data.length || data.length === 0) return;
    allRecordIds = [
      ...data.map((record) => record.id),
    ];

    if (prevAllRecordIds) {
      const deletedRecordIds = prevAllRecordIds.filter(
        (prevRecord) => !allRecordIds.includes(prevRecord),
      );
      for (const recordID of deletedRecordIds) {
        deletedRecordsCount++;
        const deletedRecordObj = {
          metadata,
          type: "record_deleted",
          id: recordID,
        };
        this.$emit(deletedRecordObj, {
          summary: "record_deleted",
          id: recordID,
        });
      }
    }

    console.log(
      `Emitted ${newRecordsCount} new records(s) and ${modifiedRecordsCount} modified record(s) and ${deletedRecordsCount} deleted records.`,
    );
    this._setPrevAllRecordIds(allRecordIds);

    // We keep track of the timestamp of the current invocation
    this.updateLastTimestamp(event);
  },
};

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
Airtable	`airtable`	`app`	This component uses the Airtable app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`
Base	`baseId`	`string`	Select a value from the drop down menu.
Table	`tableId`	`string`	Select a value from the drop down menu.
Return Fields By Field ID	`returnFieldsByFieldId`	`boolean`	An optional boolean value that lets you return field objects where the key is the field id. This defaults to `false`, which returns field objects where the key is the field name.

Trigger Authentication#

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

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

data.records:readdata.records:writedata.recordComments:readdata.recordComments:writeschema.bases:readschema.bases:writewebhook:manageuser.email:read

About Airtable#

Airtable is a low-code platform to build next-gen apps. Move beyond rigid tools, operationalize your critical data, and reimagine workflows with AI.

Action#

Extract Data from Document on Airparser

Description:Extracts structured data based on a user-predefined extraction schema. [See the documentation](https://help.airparser.com/public-api/public-api)

Version:0.0.1

Key:airparser-extract-data-document

View on GitHub

Airparser Overview#

The Airparser API simplifies the process of extracting data from emails, such as order confirmations, shipping notifications, or any structured email content. By transforming emails into structured data, it enables seamless integration of email data into various workflows. On Pipedream, you can leverage this API to create automations that act on the parsed data—like updating databases, triggering notifications, or integrating with other apps and services.

Action Code#

import airparser from "../../airparser.app.mjs";

export default {
  key: "airparser-extract-data-document",
  name: "Extract Data from Document",
  description: "Extracts structured data based on a user-predefined extraction schema. [See the documentation](https://help.airparser.com/public-api/public-api)",
  version: "0.0.1",
  type: "action",
  props: {
    airparser,
    inboxId: {
      propDefinition: [
        airparser,
        "inboxId",
      ],
    },
    documentId: {
      propDefinition: [
        airparser,
        "documentId",
        (c) => ({
          inboxId: c.inboxId,
        }),
      ],
    },
  },
  async run({ $ }) {
    const response = await this.airparser.getDocument({
      $,
      documentId: this.documentId,
    });
    $.export("$summary", `Successfully extracted data for document with ID ${this.documentId}`);
    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
Airparser	`airparser`	`app`	This component uses the Airparser app.
Inbox ID	`inboxId`	`string`	Select a value from the drop down menu.
Document ID	`documentId`	`string`	Select a value from the drop down menu.

Action Authentication#

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

About Airparser#

Revolutionize data extraction with the GPT-powered document parser.

More Ways to Connect Airparser + Airtable#

Other Popular Integrations#

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Extract Data from Document with Airparser API on New, Modified or Deleted Records from Airtable API

Pipedream makes it easy to connect APIs for Airparser, Airtable 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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