← Google Drive + Exa (Formerly Metaphor) integrations

Find Similar Links with Exa (Formerly Metaphor) API on New or Modified Comments (Instant) from Google Drive API

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New or Modified Comments (Instant) from the Google Drive API
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Find Similar Links with the Exa (Formerly Metaphor) API
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Getting Started

This integration creates a workflow with a Google Drive trigger and Exa (Formerly Metaphor) action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Select this integration
  2. Configure the New or Modified Comments (Instant) trigger
    1. Connect your Google Drive account
    2. Select a Drive
    3. Configure Push notification renewal schedule
    4. Select a File
  3. Configure the Find Similar Links action
    1. Connect your Exa (Formerly Metaphor) account
    2. Configure Url
    3. Optional- Configure Number Of Results
    4. Optional- Configure Include Domains
    5. Optional- Configure Exclude Domains
    6. Optional- Configure Start Crawl Date
    7. Optional- Configure End Crawl Date
    8. Optional- Configure Start Published Date
    9. Optional- Configure End Published Date
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. 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

Description:Emit new event when a comment is created or modified in the selected file
Version:1.0.0
Key:google_drive-new-or-modified-comments

Google Drive Overview

The Google Drive API on Pipedream allows you to automate various file management tasks, such as creating, reading, updating, and deleting files within your Google Drive. You can also share files, manage permissions, and monitor changes to files and folders. This opens up possibilities for creating workflows that seamlessly integrate with other apps and services, streamlining document handling, backup processes, and collaborative workflows.

Trigger Code

// This source processes changes to any files in a user's Google Drive,
// implementing strategy enumerated in the Push Notifications API docs:
// https://developers.google.com/drive/api/v3/push and here:
// https://developers.google.com/drive/api/v3/manage-changes
//
// This source has two interfaces:
//
// 1) The HTTP requests tied to changes in the user's Google Drive
// 2) A timer that runs on regular intervals, renewing the notification channel as needed

import common from "../common-webhook.mjs";
import { GOOGLE_DRIVE_NOTIFICATION_CHANGE } from "../../common/constants.mjs";

export default {
  ...common,
  key: "google_drive-new-or-modified-comments",
  name: "New or Modified Comments (Instant)",
  description:
    "Emit new event when a comment is created or modified in the selected file",
  version: "1.0.0",
  type: "source",
  // Dedupe events based on the "x-goog-message-number" header for the target channel:
  // https://developers.google.com/drive/api/v3/push#making-watch-requests
  dedupe: "unique",
  props: {
    ...common.props,
    fileId: {
      propDefinition: [
        common.props.googleDrive,
        "fileId",
        (c) => ({
          drive: c.drive,
        }),
      ],
      description: "The file to watch for comments",
    },
  },
  hooks: {
    async deploy() {
      await this.processChanges([
        {
          id: this.fileId,
        },
      ]);
    },
    async activate() {
      await common.hooks.activate.bind(this)();
      this._setInitTime(Date.now());
    },
    async deactivate() {
      await common.hooks.deactivate.bind(this)();
      this._setInitTime(null);
    },
  },
  methods: {
    ...common.methods,
    _getInitTime() {
      return this.db.get("initTime");
    },
    _setInitTime(initTime) {
      this.db.set("initTime", initTime);
    },
    _getLastCommentTimeForFile(fileId) {
      return this.db.get(fileId) || this._getInitTime();
    },
    _updateLastCommentTimeForFile(fileId, commentTime) {
      this.db.set(fileId, commentTime);
    },
    getUpdateTypes() {
      return [
        GOOGLE_DRIVE_NOTIFICATION_CHANGE,
      ];
    },
    generateMeta(data, headers) {
      const {
        id: commentId,
        content: summary,
        modifiedTime: tsString,
      } = data;
      const ts = Date.parse(tsString);
      const eventId = headers && headers["x-goog-message-number"];

      return {
        id: `${commentId}-${eventId || ts}`,
        summary,
        ts,
      };
    },
    getChanges(headers) {
      if (!headers) {
        return {
          change: { },
        };
      }
      return {
        change: {
          state: headers["x-goog-resource-state"],
          resourceURI: headers["x-goog-resource-uri"],
          // Additional details about the changes. Possible values: content,
          // parents, children, permissions.
          changed: headers["x-goog-changed"],
        },
      };
    },
    async processChanges(changedFiles, headers) {
      const changes = this.getChanges(headers);
      if (changedFiles?.length) {
        changedFiles = changedFiles.filter(({ id }) => id === this.fileId);
      }

      for (const file of changedFiles) {
        const lastCommentTimeForFile = this._getLastCommentTimeForFile(file.id);
        let maxModifiedTime = lastCommentTimeForFile;
        const commentsStream = this.googleDrive.listComments(
          file.id,
          lastCommentTimeForFile,
        );

        for await (const comment of commentsStream) {
          const commentTime = Date.parse(comment.modifiedTime);
          if (commentTime <= lastCommentTimeForFile) {
            continue;
          }

          const eventToEmit = {
            comment,
            ...changes,
          };
          const meta = this.generateMeta(comment, headers);
          this.$emit(eventToEmit, meta);

          maxModifiedTime = Math.max(maxModifiedTime, commentTime);
          this._updateLastCommentTimeForFile(file.id, maxModifiedTime);
        }
      }
    },
  },
};

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.
LabelPropTypeDescription
Google DrivegoogleDriveappThis component uses the Google Drive app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
N/Ahttp$.interface.httpThis component uses $.interface.http to generate a unique URL when the component is first instantiated. Each request to the URL will trigger the run() method of the component.
DrivedrivestringSelect a value from the drop down menu.
Push notification renewal scheduletimer$.interface.timer

The Google Drive API requires occasional renewal of push notification subscriptions. This runs in the background, so you should not need to modify this schedule.

FilefileIdstringSelect a value from the drop down menu.

Trigger Authentication

Google Drive uses OAuth authentication. When you connect your Google Drive account, Pipedream will open a popup window where you can sign into Google Drive 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 Drive API.

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

emailprofilehttps://www.googleapis.com/auth/drivehttps://www.googleapis.com/auth/drive.readonly

About Google Drive

Google Drive is a file storage and synchronization service which allows you to create and share your work online, and access your documents from anywhere.

Action

Description:Find similar links to the link provided. See the documentation](https://docs.metaphor.systems/reference/findsimilar)
Version:0.0.1
Key:metaphor-find-similar-links

Exa (Formerly Metaphor) Overview

The Exa (Formerly Metaphor) API enables you to enrich your applications with machine learning-powered insights and data processing capabilities. With Exa, you can perform advanced data analysis, extract meaningful patterns, and automate decision-making processes within your projects. By integrating this API with Pipedream, you can create seamless workflows that leverage these intelligent features alongside other services to streamline your operations, enhance data intelligence, and drive innovation.

Action Code

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

export default {
  key: "metaphor-find-similar-links",
  name: "Find Similar Links",
  version: "0.0.1",
  description: "Find similar links to the link provided. See the documentation](https://docs.metaphor.systems/reference/findsimilar)",
  type: "action",
  props: {
    metaphor,
    url: {
      propDefinition: [
        metaphor,
        "url",
      ],
    },
    numResults: {
      propDefinition: [
        metaphor,
        "numResults",
      ],
      optional: true,
    },
    includeDomains: {
      propDefinition: [
        metaphor,
        "includeDomains",
      ],
      optional: true,
    },
    excludeDomains: {
      propDefinition: [
        metaphor,
        "excludeDomains",
      ],
      optional: true,
    },
    startCrawlDate: {
      propDefinition: [
        metaphor,
        "startCrawlDate",
      ],
      optional: true,
    },
    endCrawlDate: {
      propDefinition: [
        metaphor,
        "endCrawlDate",
      ],
      optional: true,
    },
    startPublishedDate: {
      propDefinition: [
        metaphor,
        "startPublishedDate",
      ],
      optional: true,
    },
    endPublishedDate: {
      propDefinition: [
        metaphor,
        "endPublishedDate",
      ],
      optional: true,
    },
  },
  async run({ $ }) {
    const {
      metaphor,
      ...data
    } = this;

    const response = await metaphor.findSimilarLinks({
      $,
      data,
    });

    $.export("$summary", `${response.results.length} result${response.results.length > 1
      ? "s were"
      : " was"} successfully fetched!`);
    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.

LabelPropTypeDescription
Exa (Formerly Metaphor)metaphorappThis component uses the Exa (Formerly Metaphor) app.
Urlurlstring

"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If endCrawlDate is specified, results will only include links that were crawled before endCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)

Number Of ResultsnumResultsinteger

Number of search results to return. Default 10. Up to 30 for basic plans. Up to thousands for custom plans.

Include DomainsincludeDomainsstring[]

List of domains to include in the search. If specified, results will only come from these domains. Only one of includeDomains and excludeDomains should be specified.

Exclude DomainsexcludeDomainsstring[]

List of domains to exclude in the search. If specified, results will only come from these domains. Only one of includeDomains and excludeDomains should be specified.

Start Crawl DatestartCrawlDatestring

"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If startCrawlDate is specified, results will only include links that were crawled after startCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)

End Crawl DateendCrawlDatestring

"Crawl date" refers to the date that Metaphor discovered a link, which is more granular and can be more useful than published date. If endCrawlDate is specified, results will only include links that were crawled before endCrawlDate. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)

Start Published DatestartPublishedDatestring

If specified, only links with a published date after startPublishedDate will be returned. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ). Note that for some links, we have no published date, and these links will be excluded from the results if startPublishedDate is specified.

End Published DateendPublishedDatestring

If specified, only links with a published date before endPublishedDate will be returned. Must be specified in ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ). Note that for some links, we have no published date, and these links will be excluded from the results if endPublishedDate is specified.

Action Authentication

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

Navigate to the overview tab to find your API key, and enter it below.

About Exa (Formerly Metaphor)

Search Rebuilt for AI. The Exa API retrieves the best content on the web using embeddings-based search.

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