ExploreConnectDocsChangelogPricingTemplatesPartnersString
Sign in
Sign up
← GitLab + Scrapfly integrations

AI Data Extraction with Scrapfly API on New Commit (Instant) from GitLab API

Pipedream makes it easy to connect APIs for Scrapfly, GitLab and 2,900+ other apps remarkably fast.

Trigger workflow on
New Commit (Instant) from the GitLab API
Next, do this
AI Data Extraction with the Scrapfly API
No credit card required
Intro to Pipedream
▶
Watch us build a workflow
Watch us build a workflow
8 min
Watch now ➜

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

Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo

Developers ♥ Pipedream

Getting Started

This integration creates a workflow with a GitLab trigger and Scrapfly 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 Commit (Instant) trigger
    1. Connect your GitLab account
    2. Select a Project ID
    3. Optional- Select a Branch Name
  3. Configure the AI Data Extraction action
    1. Connect your Scrapfly account
    2. Configure File Path or URL
    3. Select a Content Type
    4. Configure URL
    5. Optional- Configure Charset
    6. Optional- Configure Extraction Template
    7. Optional- Configure Extraction Prompt
    8. Optional- Configure Extraction Model
    9. Optional- Configure Webhook Name
    10. Optional- Configure syncDir
  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

New Commit (Instant) on GitLab
Description:Emit new event when a new commit is pushed to a branch
Version:0.1.3
Key:gitlab-new-commit

GitLab Overview

The GitLab API provides programmatic access to your GitLab projects, allowing you to automate common tasks, manage issues, merge requests, and more. With the GitLab API on Pipedream, you can create customized workflows that integrate with other services, streamline your development process, and enhance project management. By leveraging the power of serverless, you can set up triggers for GitLab events and perform actions across a variety of apps without managing infrastructure.

Trigger Code

import gitlab from "../../gitlab.app.mjs";
import base from "../common/base.mjs";
import { eventTypes } from "../common/hook-events.mjs";

export default {
  ...base,
  key: "gitlab-new-commit",
  name: "New Commit (Instant)",
  description: "Emit new event when a new commit is pushed to a branch",
  version: "0.1.3",
  dedupe: "unique",
  type: "source",
  props: {
    ...base.props,
    refName: {
      propDefinition: [
        gitlab,
        "branch",
        (c) => ({
          projectId: c.projectId,
        }),
      ],
      optional: true,
    },
  },
  hooks: {
    ...base.hooks,
    async activate() {
      await this.activateHook(eventTypes.PUSH_EVENT);
    },
  },
  methods: {
    ...base.methods,
    isEventForThisBranch(branch) {
      return !this.refName || branch === this.refName;
    },
    generateMeta(commit) {
      const {
        id,
        message,
        shortId,
        committedDate,
      } = commit;
      return {
        id,
        summary: `New commit: ${message} (${shortId})`,
        ts: +new Date(committedDate),
      };
    },
    async emitEvent(event) {
      const refName = event.ref.split("refs/heads/").pop();
      if (!this.isEventForThisBranch(refName)) {
        return;
      }

      // Gitlab "push events" are only provisioned with at most
      // 20 commit objects (which also lack information when compared
      // to the Commits API). The amount of new commits is specified
      // in a separate variable called `total_commits_count`, which
      // we'll use to keep track of the commits that we need to emit
      // downstream.
      // See https://gitlab.com/help/user/project/integrations/webhooks#push-events
      const { total_commits_count: totalCommitsCount } = event;
      if (totalCommitsCount <= 0) return;

      const commits = await this.gitlab.listCommits(this.projectId, {
        params: {
          ref_name: refName,
          per_page: Math.min(50, totalCommitsCount),
        },
      });

      // We need to collect all the relevant commits, sort
      // them in reverse order (since the Gitlab API sorts them
      // from most to least recent) and emit an event for each
      // one of them.
      commits.reverse().forEach((commit) => {
        const meta = this.generateMeta(commit);
        this.$emit(commit, meta);
      });
    },
  },
};

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
GitLabgitlabappThis component uses the GitLab 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.
Project IDprojectIdintegerSelect a value from the drop down menu.
Branch NamerefNamestringSelect a value from the drop down menu.

Trigger Authentication

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

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

apiread_userread_repositorywrite_repositoryread_registrysudoopenidprofileemail

About GitLab

GitLab is the most comprehensive AI-powered DevSecOps Platform.

Action

AI Data Extraction on Scrapfly
Description:Automate content extraction from any text-based source using AI, LLM, and custom parsing. [See the documentation](https://scrapfly.io/docs/extraction-api/getting-started)
Version:0.1.2
Key:scrapfly-ai-data-extraction

Action Code

import { ConfigurationError } from "@pipedream/platform";
import { getFileStream } from "@pipedream/platform";
import scrapfly from "../../scrapfly.app.mjs";

export default {
  key: "scrapfly-ai-data-extraction",
  name: "AI Data Extraction",
  description: "Automate content extraction from any text-based source using AI, LLM, and custom parsing. [See the documentation](https://scrapfly.io/docs/extraction-api/getting-started)",
  version: "0.1.2",
  annotations: {
    destructiveHint: false,
    openWorldHint: true,
    readOnlyHint: true,
  },
  type: "action",
  props: {
    scrapfly,
    body: {
      propDefinition: [
        scrapfly,
        "body",
      ],
    },
    contentType: {
      propDefinition: [
        scrapfly,
        "contentType",
      ],
    },
    url: {
      propDefinition: [
        scrapfly,
        "url",
      ],
    },
    charset: {
      type: "string",
      label: "Charset",
      description: "Charset of the document pass in the body. If you are not sure, you can use the `auto` value and we will try to detect it. Bad charset can lead to bad extraction, so it's important to set it correctly. **The most common charset is `utf-8` for text document and `ascii` for binary**. The symptom of a bad charset is that the text is not correctly displayed (accent, special characters, etc).",
      default: "auto",
      optional: true,
    },
    extractionTemplate: {
      type: "string",
      label: "Extraction Template",
      description: "Define an extraction template to get structured data. Use an ephemeral template (declared on the fly on the API call) or a stored template (declared in the dashboard) by using the template name.",
      optional: true,
    },
    extractionPrompt: {
      type: "string",
      label: "Extraction Prompt",
      description: "Instruction to extract data or ask a question on the scraped content with an LLM (Large Language Model). [Must be url encoded](https://scrapfly.io/web-scraping-tools/urlencode).",
      optional: true,
    },
    extractionModel: {
      type: "string",
      label: "Extraction Model",
      description: "AI Extraction to auto parse document to get structured data. E.g., `product`, `review`, `real-estate`, `article`.",
      optional: true,
    },
    webhookName: {
      type: "string",
      label: "Webhook Name",
      description: "Queue you scrape request and redirect API response to a provided webhook endpoint. You can create a webhook endpoint from your `dashboard`, it takes the name of the webhook. Webhooks are scoped to the given project/env.",
      optional: true,
    },
    syncDir: {
      type: "dir",
      accessMode: "read",
      sync: true,
      optional: true,
    },
  },
  async run({ $ }) {
    if (!this.extractionTemplate && !this.extractionPrompt && !this.extractionModel) {
      throw new ConfigurationError("You must provide at least **Extraction Template**, **Extraction Prompt** or **Extraction Model**");
    }

    const stream = await getFileStream(this.body);
    const chunks = [];
    for await (const chunk of stream) {
      chunks.push(chunk);
    }
    const data = Buffer.concat(chunks).toString();

    const response = await this.scrapfly.automateContentExtraction({
      $,
      headers: {
        "content-type": this.contentType,
      },
      maxBodyLength: Infinity,
      params: {
        url: this.url,
        charset: this.charset,
        extraction_template: this.extractionTemplate,
        extraction_prompt: this.extractionPrompt,
        extraction_model: this.extractionModel,
        webhook_name: this.webhookName,
      },
      data,
    });

    $.export("$summary", "Successfully extracted content");
    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
ScrapflyscrapflyappThis component uses the Scrapfly app.
File Path or URLbodystring

The file containing the content of the page you want to extract data from. The content must be in the format specified by Content Type. Provide either a file URL or a path to a file in the /tmp directory (for example, /tmp/myFile.txt)

Content TypecontentTypestringSelect a value from the drop down menu:application/jsonapplication/jsonldapplication/xmltext/plaintext/htmltext/markdowntext/csvapplication/xhtml+xml
URLurlstring

This URL is used to transform any relative URLs in the document into absolute URLs automatically. It can be either the base URL or the exact URL of the document. Must be url encoded

Charsetcharsetstring

Charset of the document pass in the body. If you are not sure, you can use the auto value and we will try to detect it. Bad charset can lead to bad extraction, so it's important to set it correctly. The most common charset is utf-8 for text document and ascii for binary. The symptom of a bad charset is that the text is not correctly displayed (accent, special characters, etc).

Extraction TemplateextractionTemplatestring

Define an extraction template to get structured data. Use an ephemeral template (declared on the fly on the API call) or a stored template (declared in the dashboard) by using the template name.

Extraction PromptextractionPromptstring

Instruction to extract data or ask a question on the scraped content with an LLM (Large Language Model). Must be url encoded

Extraction ModelextractionModelstring

AI Extraction to auto parse document to get structured data. E.g., product, review, real-estate, article.

Webhook NamewebhookNamestring

Queue you scrape request and redirect API response to a provided webhook endpoint. You can create a webhook endpoint from your dashboard, it takes the name of the webhook. Webhooks are scoped to the given project/env.

syncDirsyncDirdir

Action Authentication

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

About Scrapfly

Scrapfly Web Scraping API for developer

More Ways to Connect Scrapfly + GitLab

Other Popular Integrations

AI Data Extraction with Scrapfly API on New Audit Event (Instant) from GitLab API
GitLab + Scrapfly
 
Try it
AI Data Extraction with Scrapfly API on New Branch (Instant) from GitLab API
GitLab + Scrapfly
 
Try it
AI Data Extraction with Scrapfly API on New Commit Comment (Instant) from GitLab API
GitLab + Scrapfly
 
Try it
AI Data Extraction with Scrapfly API on New Issue (Instant) from GitLab API
GitLab + Scrapfly
 
Try it
AI Data Extraction with Scrapfly API on New Mention (Instant) from GitLab API
GitLab + Scrapfly
 
Try it

Popular Triggers

New Commit (Instant) from the GitLab API

Emit new event when a new commit is pushed to a branch

 
Try it
New Branch (Instant) from the GitLab API

Emit new event when a new branch is created

 
Try it
New Project from the GitLab API

Emit new event when a project (i.e. repository) is created

 
Try it
New Audit Event (Instant) from the GitLab API

Emit new event when a new audit event is created

 
Try it
New Commit Comment (Instant) from the GitLab API

Emit new event when a commit receives a comment

 
Try it

Popular Actions

Create Branch with the GitLab API

Create a new branch in the repository. See the documentation

 
Try it
Create Epic with the GitLab API

Creates a new epic. See the documentation

 
Try it
Create issue with the GitLab API

Creates a new issue. See the documentation

 
Try it
Get Issue with the GitLab API

Gets a single issue from repository. See the documentation

 
Try it
Get Repo Branch with the GitLab API

Get a single project repository branch. See the documentation

 
Try it

Explore Other Apps

1
-
24
of
2,900+
apps by most popular

Node
Node
Anything you can do with Node.js, you can do in a Pipedream workflow. This includes using most of npm's 400,000+ packages.
Python
Python
Anything you can do in Python can be done in a Pipedream Workflow. This includes using any of the 350,000+ PyPi packages available in your Python powered workflows.
Notion
Notion
Notion is a new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.
OpenAI (ChatGPT)
OpenAI (ChatGPT)
OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.
Anthropic (Claude)
Anthropic (Claude)
AI research and products that put safety at the frontier. Introducing Claude, a next-generation AI assistant for your tasks, no matter the scale.
Google Sheets
Google Sheets
Use Google Sheets to create and edit online spreadsheets. Get insights together with secure sharing in real-time and from any device.
Telegram
Telegram
Telegram, is a cloud-based, cross-platform, encrypted instant messaging (IM) service.
Google Drive
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.
HTTP / Webhook
HTTP / Webhook
Get a unique URL where you can send HTTP or webhook requests
Google Calendar
Google Calendar
With Google Calendar, you can quickly schedule meetings and events and get reminders about upcoming activities, so you always know what’s next.
Schedule
Schedule
Trigger workflows on an interval or cron schedule.
Pipedream Utils
Pipedream Utils
Utility functions to use within your Pipedream workflows
Shopify
Shopify
Shopify is a complete commerce platform that lets anyone start, manage, and grow a business. You can use Shopify to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.
Supabase
Supabase
Supabase is an open source Firebase alternative.
MySQL
MySQL
MySQL is an open-source relational database management system.
PostgreSQL
PostgreSQL
PostgreSQL is a free and open-source relational database management system emphasizing extensibility and SQL compliance.
Premium
AWS
AWS
Amazon Web Services (AWS) offers reliable, scalable, and inexpensive cloud computing services.
Premium
Twilio SendGrid
Twilio SendGrid
Send marketing and transactional email through the Twilio SendGrid platform with the Email API, proprietary mail transfer agent, and infrastructure for scalable delivery.
Amazon SES
Amazon SES
Amazon SES is a cloud-based email service provider that can integrate into any application for high volume email automation
Premium
Klaviyo
Klaviyo
Email Marketing and SMS Marketing Platform
Premium
Zendesk
Zendesk
Zendesk is award-winning customer service software trusted by 200K+ customers. Make customers happy via text, mobile, phone, email, live chat, social media.
Premium
ServiceNow
ServiceNow
The smarter way to workflow
Slack
Slack
Slack is the AI-powered platform for work bringing all of your conversations, apps, and customers together in one place. Around the world, Slack is helping businesses of all sizes grow and send productivity through the roof.
Microsoft Teams
Microsoft Teams
Microsoft Teams has communities, events, chats, channels, meetings, storage, tasks, and calendars in one place.
abcdefghijklmnopqrstuvwxyz#
Pipedream, Inc. — San Francisco, CA
AboutTwitterDocsCommunityTermsPrivacyTry String