46 items tagged “mozilla”
2024
Experimenting with local alt text generation in Firefox Nightly (via) The PDF editor in Firefox (confession: I did not know Firefox ships with a PDF editor) is getting an experimental feature that can help suggest alt text for images for the human editor to then adapt and improve on.
This is a great application of AI, made all the more interesting here because Firefox will run a local model on-device for this, using a custom trained model they describe as "our 182M parameters model using a Distilled version of GPT-2 alongside a Vision Transformer (ViT) image encoder".
The model uses WebAssembly with ONNX running in Transfomers.js, and will be downloaded the first time the feature is put to use.
2023
llamafile is the new best way to run a LLM on your own computer
Mozilla’s innovation group and Justine Tunney just released llamafile, and I think it’s now the single best way to get started running Large Language Models (think your own local copy of ChatGPT) on your own computer.
[... 650 words]Thunderbird Is Thriving: Our 2022 Financial Report (via) Astonishing numbers: in 2022 the Thunderbird project received $6,442,704 in donations from 300,000 users. These donations are now supporting 24 staff members. Part of their success is credited to an “in-app donations appeal” that they launched at the end of 2022.
2022
Fastly Compute@Edge JS Runtime (via) Fastly’s JavaScript runtime, designed to run at the edge of their CDN, uses the Mozilla SpiderMonkey JavaScript engine compiled to WebAssembly.
2020
Defining Data Intuition. Ryan T. Harter, Principal Data Scientist at Mozilla defines data intuition as “a resilience to misleading data and analyses”. He also introduces the term “data-stink” as a similar term to “code smell”, where your intuition should lead you to distrust analysis that exhibits certain characteristics without first digging in further. I strongly believe that data reports should include a link the raw methodology and numbers to ensure they can be more easily vetted—so that data-stink can be investigated with the least amount of resistance.
Bedrock: The SQLitening (via) Back in March 2018 www.mozilla.org switched over to running on Django using SQLite! They’re using the same pattern I’ve been exploring with Datasette: their SQLite database is treated as a read-only cache by their frontend servers, and a new SQLite database is built by a separate process and fetched onto the frontend machines every five minutes by a scheduled task. They have a healthcheck page which shows the latest version of the database and when it was fetched, and even lets you download the 25MB SQLite database directly (I’ve been exploring it using Datasette).
2019
Get your own Pocket OAuth token (via) I hate it when APIs make you jump through extensive hoops just to get an access token for pulling data directly from your own personal account. I’ve been playing with the Pocket API today and it has a pretty complex OAuth flow, so I built a tiny Flask app on Glitch which helps go through the steps to get an API token for your own personal Pocket account.
Pyodide: Bringing the scientific Python stack to the browser (via) More fun with WebAssembly: Pyodide attempts (and mostly succeeds) to bring the full Python data stack to the browser: CPython, NumPy, Pandas, Scipy, and Matplotlib. Also includes interesting bridge tools for e.g. driving a canvas element from Python. Really interesting project from the Firefox Data Platform team.
Since Mozilla moved on from Firefox OS, its derivatives have shipped on an order of magnitude more devices than during its entire time under Mozilla’s leadership and it has gone on to form the basis of the third largest and fastest growing mobile operating system in the world.
2018
react-jsonschema-form. Exciting library from the Mozilla Services team: given a JSON Schema definition, react-jsonschema-form can produce a cleanly designed React-powered form for adding and editing data that matches that schema. Includes support for adding multiple items in a nested array, re-ordering them, custom form widgets and more.
Mozilla Telemetry: In-depth Data Pipeline (via) Detailed behind-the-scenes look at an extremely sophisticated big data telemetry processing system built using open source tools. Some of this is unsurprising (S3 for storage, Spark and Kafka for streams) but the details are fascinating. They use a custom nginx module for the ingestion endpoint and have a “tee” server written in Lua and OpenResty which lets them route some traffic to alternative backend.
2017
Verified cryptography for Firefox 57 (via) Mozilla just became the first browser vendor to ship a formally verified crypto implementation.
2010
A predictable web of data—the why of YQL. Christian Heilmann is moving from Yahoo! to Mozilla to head up their evangelism team, and has marked the occasion by releasing the first chapter of a proposed book on YQL.
Plugging the CSS History Leak (via) Firefox is fixing the nefarious CSS visited link colour history leak flaw, which currently affects all browsers and allows a malicious site to determine if you have visited a specific site by checking getComputedStyle against a link to that page. It’s an obtrusive but necessary fix—visited link styles will be restricted to colour and border styles (no background images and hence no more checkbox effects since the image request could leak information) and those colours will not be reported via getComputedStyle. I hope other browser vendors follow suit.
Cache Machine: Automatic caching for your Django models. This is the third new ORM caching layer for Django I’ve seen in the past month! Cache Machine was developed for zamboni, the port of addons.mozilla.org to Django. Caching is enabled using a model mixin class (to hook up some post_delete hooks) and a custom caching manager. Invalidation works by maintaining a “flush list” of dependent cache entries for each object—this is currently stored in memcached and hence has potential race conditions, but a comment in the source code suggests that this could be solved by moving to redis.
2009
HTML 5 Parsing. Firefox nightlies include a new parser that implements the HTML5 parsing algorithm (disabled by default), which uses C++ code automatically generated from Henri Sivonen’s Java parser first used in the HTML5 validator.
Codecs for <audio> and <video>. HTML 5 will not be requiring support for specific audio and video codecs—Ian Hickson explains why, in great detail. Short version: Apple won’t implement Theora due to lack of hardware support and an “uncertain patent landscape”, while open source browsers (Chromium and Mozilla) can’t support H.264 due to the cost of the licenses.
Firefox 3.5 for developers. It’s out today, and the feature list is huge. Highlights include HTML 5 drag ’n’ drop, audio and video elements, offline resources, downloadable fonts, text-shadow, CSS transforms with -moz-transform, localStorage, geolocation, web workers, trackpad swipe events, native JSON, cross-site HTTP requests, text API for canvas, defer attribute for the script element and TraceMonkey for better JS performance!
python-spidermonkey. A Python to JavaScript bridge using Mozilla Spidermonkey. Expose Python objects to JavaScript, or execute JavaScript from Python.
Crowbar. Headless Gecko/XULRunner which exposes a web service API for screen scraping using a real browser DOM—just pass it the URL of a page and the URL of a screen scraping JavaScript script (a bit like a Greasemonkey user script) and get back RDF/XML.
2008
Browser Paint Events. The latest Firefox nightlies include a new MozAfterPaint event which fires after a portion of the page has been redrawn and provides co-ordinates of the affected rectangle. John Resig provides a neat bookmarklet that uses the new event to visualise repainting operations.
TraceMonkey. Brendan Eich has been preaching the performance benefits of tracing and JIT for JavaScript on the conference circuit for at least a year, and the results from the first effort to be merged in to Mozilla core are indeed pretty astounding.
Firefox 3’s password remembering. I’m loving Firefox 3, and the way it does password remembering (with a non-modal toolbar so you can tell if your password worked before deciding to save it) is just one of the major improvements. Opera gets this right as well.
Major Update to Prism (via) Mozilla’s site-specific browser tool can now use separate profiles (and hence separate cookie jars) for each instance, making it an excellent tool for protecting yourself against CSRF vulnerabilities in the web applications you rely on.
<META HTTP-EQUIV="X-BALL-CHAIN">. Mozilla hacker Robert O’Callahan discusses the technical implications of freezing copies of older rendering engines, including the increased footprint and the terrifying prospect of documents in different rendering modes communicating through iframes and the DOM.
Cross-Site XMLHttpRequest (via) “Firefox 3 implements the W3C Access Control working draft, which gives you the ability to do XMLHttpRequests to other web sites”—you can mark a document as available for cross-domain requests using either an Access-Control HTTP header or an XML processing instruction.
2007
Prism Prototype Now Available on Mac and Linux. Prism is the new name for Mozilla Webrunner, a toolkit for building native desktop applications on top of the Mozilla technology stack.
Tabula Fracta. Mozilla hacker Robert O’Callahan offers advice for anyone aiming to create a new rendering engine from scratch. The WHATWG’s work on specifying real-world browser behaviour and error models gets a well deserved mention.
Firefox 3 Antiphishing Sends Your URLs To Google. Stories like this crop up every now and then, but no one ever seems to mention that the Google Toolbar has been doing this since it was released (more than five years ago) provided you have PageRank display turned on.
Hello JS-CTYPES, Goodbye Binary Components. Mark Finkle is porting Python’s ctypes functionality to the Mozilla platform, to allow binary XPCOM components to be defined in pure JavaScript.