Detect Labels in Image with Google Cloud Vision API on New or Modified Records in View from Airtable API

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New or Modified Records in View from the Airtable API

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Detect Labels in Image with the Google Cloud Vision API

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Getting Started#

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

Select this integration
Configure the New or Modified Records in View trigger
1. Connect your Airtable account
2. Configure timer
3. Select a Base
4. Select a Table
5. Select a View
6. Optional- Configure Return Fields By Field ID
Configure the Detect Labels in Image action
1. Connect your Google Cloud Vision account
2. Select a Project ID
3. Optional- Configure File URL
4. Optional- Configure File Path
5. Optional- Configure Max Results
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 or Modified Records in View on Airtable

Description:Emit new event for each new or modified record in a view

Version:0.0.6

Key:airtable_oauth-new-or-modified-records-in-view

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 or Modified Records in View",
  description: "Emit new event for each new or modified record in a view",
  key: "airtable_oauth-new-or-modified-records-in-view",
  version: "0.0.6",
  type: "source",
  props: {
    ...base.props,
    tableId: {
      propDefinition: [
        base.props.airtable,
        "tableId",
        ({ baseId }) => ({
          baseId,
        }),
      ],
      description: "The table ID to watch for changes.",
    },
    viewId: {
      propDefinition: [
        base.props.airtable,
        "viewId",
        ({
          baseId, tableId,
        }) => ({
          baseId,
          tableId,
        }),
      ],
      description: "The view ID to watch for changes.",
    },
    returnFieldsByFieldId: {
      propDefinition: [
        base.props.airtable,
        "returnFieldsByFieldId",
      ],
    },
  },
  async run(event) {
    const {
      baseId,
      tableId,
      viewId,
    } = this;

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

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

    if (!records.length) {
      console.log("No new or modified records.");
      return;
    }

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

    let newRecords = 0, modifiedRecords = 0;
    for (const record of records) {
      if (!lastTimestamp || moment(record.createdTime) > moment(lastTimestamp)) {
        record.type = "new_record";
        newRecords++;
      } else {
        record.type = "record_modified";
        modifiedRecords++;
      }

      record.metadata = metadata;

      this.$emit(record, {
        summary: `${record.type}: ${JSON.stringify(record.fields)}`,
        id: record.id,
      });
    }
    console.log(`Emitted ${newRecords} new records(s) and ${modifiedRecords} modified record(s).`);

    // 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.
View	`viewId`	`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#

Detect Labels in Image on Google Cloud Vision

Description:Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).

Version:0.0.1

Key:google_cloud_vision_api-detect-labels-in-image

View on GitHub

Google Cloud Vision Overview#

The Google Cloud Vision API allows you to analyze images in the cloud, harnessing Google's machine learning technology. You can detect and classify multiple objects, face and landmark detection, handwriting recognition, and image attributes. Combining this with Pipedream's serverless platform catalyzes the creation of automated workflows to process images, trigger actions, and integrate with other services seamlessly.

Action Code#

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

export default {
  ...common,
  name: "Detect Labels in Image",
  key: "google_cloud_vision_api-detect-labels-in-image",
  description: "Performs feature detection on a local or remote image file. [See the documentation](https://cloud.google.com/vision/docs/labels).",
  version: "0.0.1",
  type: "action",
  props: {
    ...common.props,
    maxResults: {
      type: "integer",
      label: "Max Results",
      description: "An integer value of results to return. If omitted the API returns the default value of 10 results.",
      default: 10,
      optional: true,
    },
  },
  async run({ $ }) {
    this.checkFileProp();
    const response = await this.googleCloudVision.detectDataInImage({
      $,
      data: {
        requests: [
          {
            image: {
              content: await this.getFileContent($),
            },
            features: [
              {
                maxResults: this.maxResults,
                type: "LABEL_DETECTION",
              },
            ],
          },
        ],
      },
    });
    $.export("$summary", "Successfully detected labels in image.");
    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
Google Cloud Vision	`googleCloudVision`	`app`	This component uses the Google Cloud Vision app.
Project ID	`projectId`	`string`	Select a value from the drop down menu.
File URL	`fileUrl`	`string`	The URL of the file to be processed.
File Path	`filePath`	`string`	The path to file in the `/tmp` directory. See the documentation on working with files.
Max Results	`maxResults`	`integer`	An integer value of results to return. If omitted the API returns the default value of 10 results.

Action Authentication#

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

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

emailprofilehttps://www.googleapis.com/auth/cloud-platform.read-onlyhttps://www.googleapis.com/auth/cloud-vision

About Google Cloud Vision#

Image recognition through pre-trained REST & RPC API models.

More Ways to Connect Google Cloud Vision + Airtable#

Other Popular Integrations#

Detect Labels in Image with Google Cloud Vision API on New Field from Airtable (OAuth) API

Airtable + Google Cloud Vision

Detect Labels in Image with Google Cloud Vision API on New or Modified Records in View from Airtable API

Pipedream makes it easy to connect APIs for Google Cloud Vision, Airtable and 2,200+ other apps remarkably fast.

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

Developers ♥ Pipedream

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