PINGDOM_CHECK

#ExtractSummit2026 The world's largest web scraping conference returns. Austin Oct 7–8 · Dublin Nov 10–11.

Register now
Data Services
Pricing
Login
Try Zyte APIContact Sales
  • Unblocking and Extraction

    Zyte API

    The ultimate API for web scraping. Avoid website bans and access a headless browser or AI Parsing

    Ban Handling

    Headless Browser

    AI Extraction

    SERP

    Enterprise

    DocumentationSupport

    Hosting and Deployment

    Scrapy Cloud

    Run, monitor, and control your Scrapy spiders however you want to.

    Coding Agent Add-Ons

    Agentic Web Data

    Plugins that give coding agents the context to build production Scrapy projects. Starts with Claude Code.

  • Data Services
  • Pricing
  • Browse

    • BlogArticles, podcasts, videos
    • Case studiesCustomer outcomes
    • White papersIn-depth reports
    • EventsConferences, webinars, recordings

    Subscribe

    • NewsletterSwiftly delivered
    • Discord communityExtract Data community
  • Product and E-commerce

    From e-commerce and online marketplaces

    Data for AI

    Collect and structure web data to feed AI

    Job Posting

    From job boards and recruitment websites

    Real Estate

    From Listings portals and specialist websites

    News and Article

    From online publishers and news websites

    Search

    Search engine results page data (SERP)

    Social Media

    From social media platforms online

  • Meet Zyte

    Our story, people and values

    Contact us

    Get in touch

    Support

    Knowledge base and raise support tickets

    Terms and Policies

    Accept our terms and policies

    Open Source

    Our open source projects and contributions

    Web Data Compliance

    Guidelines and resources for compliant web data collection

    Join the team building the future of web data
    We're Hiring
    Trust Center
    Security, compliance & certifications
Login
Try Zyte APIContact Sales

Zyte Developers

Coding tools & hacks straight to your inbox

Become part of the community and receive a bi-weekly dosage of all things code.

Join us
    • Zyte Data
    • News & Articles
    • Search
    • Social Media
    • Product
    • Data for AI
    • Job Posting
    • Real Estate
    • Zyte API - Ban Handling
    • Zyte API - Headless Browser
    • Zyte API - AI Extraction
    • Web Scraping Copilot
    • Zyte API Enterprise
    • Scrapy Cloud
    • Solution Overview
    • Blog
    • Webinars
    • Case Studies
    • White Papers
    • Documentation
    • Web Scraping Maturity Self-Assesment
    • Web Data compliance
    • Meet Zyte
    • Jobs
    • Terms and Policies
    • Trust Center
    • Support
    • Contact us
    • Pricing
    • Do not sell
    • Cookie settings
    • Sign up
    • Talk to us
    • Cost estimator
All articles
AI60, 60 articles
Data quality13, 13 articles
Developer interest57, 57 articles
Integration2, 2 articles
Open-source40, 40 articles
Proxies29, 29 articles
Scraping practice17, 17 articles
Scraping strategy26, 26 articles
Web data60, 60 articles
Web scraping APIs33, 33 articles
Zyte API59, 59 articles
Scrapy48, 48 articles
Scrapy Cloud10, 10 articles
Web Scraping Copilot12, 12 articles
AI & Machine Learning1, 1 articles
Automotive2, 2 articles
E-commerce & retail26, 26 articles
Entertainment & Streaming2, 2 articles
Financial Services8, 8 articles
Government2, 2 articles
Market Research & Intelligence3, 3 articles
Media & publishing8, 8 articles
Real Estate2, 2 articles
Recruitment & HR3, 3 articles
Transportation & Logistics2, 2 articles
Travel & hospitality2, 2 articles
Extract Summit25, 25 articles
PyCon1, 1 articles

Appearance

Discord Community
BlogProduct UpdateImproved Frontera: Web Crawling at Scale with Python 3 Support
ArticleProduct Update

Improved Frontera: Web Crawling at Scale with Python 3 Support

Explore enhanced Frontera web crawling with Python 3 support, unlocking efficient data extraction at scale for new possibilities.

S

Sibiryakov Alexander

3 min read · September 1, 2016

Improved Frontera: Web Crawling at Scale with Python 3 Support

Improved Frontera: Web crawling at scale with Python 3 support

Python is our go-to language of choice and Python 2 is losing traction. In order to survive, older programs need to be Python 3 compatible.

barney

And so we’re pleased to announce that Frontera will remain alive and kicking because it now supports Python 3 in full! Joining the ranks of Scrapy and Scrapy Cloud, you can officially continue to quickly create and scale fully formed crawlers without any issues in your Python 3-ready stack.

Frontera\_Vector\_Medium

As a key web crawling toolbox that works with Scrapy, along with other web crawling systems, Frontera provides a crawl frontier framework that is ideal for broad crawls. Frontera manages when and what to crawl next, and checks for crawling goal accomplishment. This is especially useful for building a distributed architecture with multiple web spider processes consuming URLs from a frontier.

Once you’re done cheering with joy, read on to see how you can use this upgrade in your stack.

Python 3 Perks and Frontera Installation

This move to Python 3 includes all run modes, workers, message buses, and backends, HBase, ZeroMQ and Kafka clients. The development process is now a lot more reliable since we have tests that cover all major components as well as integration tests running HBase and Kafka.

Frontera is already available on PyPI. All you need to do is pip install --upgrade frontera. And then you just run it with Python 3 interpreter and you’re ready to get your crawlers scaled!

Shiny New Features

The request object is now propagated throughout the whole pipeline, allowing you to schedule requests with custom methods, headers, cookies and body parameters.

HBaseQueue supports delayed requests now. Using ‘crawl_at’ field in meta with a timestamp makes requests available to spiders only after the moment expressed with the timestamp has passed.

There is a new option allowing you to choose an option other than the default message bus codec (MsgPack) or use a custom one, see the MESSAGE_BUS_CODEC option.

Upgrades from the Original

Now, Frontera guarantees the exclusive assignment of extracted links to strategy workers based on links' hostname.

So links from a specific host will be always be assigned to the same strategy worker instance which prevents errors and greatly simplifies design.

Upcoming Improvements

In the near to distant future, we want Frontera and Frontera-based crawlers to be the number one software for large scale web crawling. Our next step in this process is to ease the deployment of Frontera in the Docker environment. This includes scaling and management.

We’re aiming for Frontera to be easily deployable to major cloud providers infrastructures like Google Cloud Platform and AWS, among others. It’s quite likely we will choose Kubernetes as our orchestration platform. Along with this goal, we will develop a good Web UI to manage and monitor Frontera-based crawlers. So stay tuned!

Wrap Up

Have we piqued your interest? Here’s a quick guide to get started.

Well, what are you waiting for? Take full advantage of Frontera with Python 3 support and start scaling your crawls. Check out our use cases to see what's possible.

Try Zyte API

Build your first scraper in minutes

Free trial, no credit card. From a single request to production in an afternoon.

Get started
Product Update
S

Sibiryakov Alexander

More from this author

In this article

  • Python 3 Perks and Frontera Installation
  • Shiny New Features
  • Upgrades from the Original
  • Upcoming Improvements
  • Wrap Up

Follow

Get the latest

Zyte and the data web in your inbox — or wherever you already are.

Subscribe

Or follow elsewhere

Continue reading

Play Before You Scrape: Explore Zyte API Settings with Playground
Product Update

Play Before You Scrape: Explore Zyte API Settings with Playground

Discover the best way to configure your scrapers using Zyte API Playground

Cleber Alexandre·10 Mins·February 10, 2025
New in Zyte: Scroll Control, Lower Costs, and More
Product Update

New in Zyte: Scroll Control, Lower Costs, and More

As the web continues to evolve, Zyte API is evolving right alongside it—adding powerful new features and refinements designed to make data extraction smarter, faster, and more adaptable than ever.

Daniel Cave·5 min·June 27, 2025
From products to SERPs: AI scraping now does it all
Product Update

From products to SERPs: AI scraping now does it all

Scale data extraction with Zyte’s composite AI, combining accuracy, flexibility, and cost-efficiency in one powerful scraping solution, now available for the most common data types.

Cleber Alexandre·10 mins·April 3, 2025

The Community · Newsletter

The best of Zyte and the data web, in your inbox.

One curated edition — new articles, product updates, and the stories shaping the data web. No noise.

G2.com

Capterra.com

Proxyway.com

EWDCI logoMost loved workplace certificateZyte rewardISO 27001 iconG2 rewardG2 rewardG2 reward

© Zyte Group Limited 2026