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A few weeks ago, I helped to find a bug in Elasticsearch 8.4.2. We’d started seeing issues in our Elastic cluster at work, and I was able to isolate the issue in a small, reproducible test case. I shared my code with Elastic engineers, and that helped them identify and fix the problem. I was pretty pleased with my bug report – it was a simple, self-contained example with an obvious smoking gun. A previously elusive bug became reproducible, which led straight to the faulty code. I got there with a classic debugging cycle: find a reproducible error, delete something, see if the error reproduces. Repeat until there’s nothing left to delete. I thought it might be interesting to walk through the process; to explain my steps and my thinking. Every bug is different, but the same techniques appear again and again. Even if you don’t use Elasticsearch, I hope this will give you some ideas for debugging your next error. Uh oh, something’s up On the Thursday in question, we started getting alerts...
over a year ago

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More from alexwlchan

It’s cool to care

I’m sitting in a small coffee shop in Brooklyn. I have a warm drink, and it’s just started to snow outside. I’m visiting New York to see Operation Mincemeat on Broadway – I was at the dress rehearsal yesterday, and I’ll be at the opening preview tonight. I’ve seen this show more times than I care to count, and I hope US theater-goers love it as much as Brits. The people who make the show will tell you that it’s about a bunch of misfits who thought they could do something ridiculous, who had the audacity to believe in something unlikely. That’s certainly one way to see it. The musical tells the true story of a group of British spies who tried to fool Hitler with a dead body, fake papers, and an outrageous plan that could easily have failed. Decades later, the show’s creators would mirror that same spirit of unlikely ambition. Four friends, armed with their creativity, determination, and a wardrobe full of hats, created a new musical in a small London theatre. And after a series of transfers, they’re about to open the show under the bright lights of Broadway. But when I watch the show, I see a story about friendship. It’s about how we need our friends to help us, to inspire us, to push us to be the best versions of ourselves. I see the swaggering leader who needs a team to help him truly achieve. The nervous scientist who stands up for himself with the support of his friends. The enthusiastic secretary who learns wisdom and resilience from her elder. And so, I suppose, it’s fitting that I’m not in New York on my own. I’m here with friends – dozens of wonderful people who I met through this ridiculous show. At first, I was just an audience member. I sat in my seat, I watched the show, and I laughed and cried with equal measure. After the show, I waited at stage door to thank the cast. Then I came to see the show a second time. And a third. And a fourth. After a few trips, I started to see familiar faces waiting with me at stage door. So before the cast came out, we started chatting. Those conversations became a Twitter community, then a Discord, then a WhatsApp. We swapped fan art, merch, and stories of our favourite moments. We went to other shows together, and we hung out outside the theatre. I spent New Year’s Eve with a few of these friends, sitting on somebody’s floor and laughing about a bowl of limes like it was the funniest thing in the world. And now we’re together in New York. Meeting this kind, funny, and creative group of people might seem as unlikely as the premise of Mincemeat itself. But I believed it was possible, and here we are. I feel so lucky to have met these people, to take this ridiculous trip, to share these precious days with them. I know what a privilege this is – the time, the money, the ability to say let’s do this and make it happen. How many people can gather a dozen friends for even a single evening, let alone a trip halfway round the world? You might think it’s silly to travel this far for a theatre show, especially one we’ve seen plenty of times in London. Some people would never see the same show twice, and most of us are comfortably into double or triple-figures. Whenever somebody asks why, I don’t have a good answer. Because it’s fun? Because it’s moving? Because I enjoy it? I feel the need to justify it, as if there’s some logical reason that will make all of this okay. But maybe I don’t have to. Maybe joy doesn’t need justification. A theatre show doesn’t happen without people who care. Neither does a friendship. So much of our culture tells us that it’s not cool to care. It’s better to be detached, dismissive, disinterested. Enthusiasm is cringe. Sincerity is weakness. I’ve certainly felt that pressure – the urge to play it cool, to pretend I’m above it all. To act as if I only enjoy something a “normal” amount. Well, fuck that. I don’t know where the drive to be detached comes from. Maybe it’s to protect ourselves, a way to guard against disappointment. Maybe it’s to seem sophisticated, as if having passions makes us childish or less mature. Or perhaps it’s about control – if we stay detached, we never have to depend on others, we never have to trust in something bigger than ourselves. Being detached means you can’t get hurt – but you’ll also miss out on so much joy. I’m a big fan of being a big fan of things. So many of the best things in my life have come from caring, from letting myself be involved, from finding people who are a big fan of the same things as me. If I pretended not to care, I wouldn’t have any of that. Caring – deeply, foolishly, vulnerably – is how I connect with people. My friends and I care about this show, we care about each other, and we care about our joy. That care and love for each other is what brought us together, and without it we wouldn’t be here in this city. I know this is a once-in-a-lifetime trip. So many stars had to align – for us to meet, for the show we love to be successful, for us to be able to travel together. But if we didn’t care, none of those stars would have aligned. I know so many other friends who would have loved to be here but can’t be, for all kinds of reasons. Their absence isn’t for lack of caring, and they want the show to do well whether or not they’re here. I know they care, and that’s the important thing. To butcher Tennyson: I think it’s better to care about something you cannot affect, than to care about nothing at all. In a world that’s full of cynicism and spite and hatred, I feel that now more than ever. I’d recommend you go to the show if you haven’t already, but that’s not really the point of this post. Maybe you’ve already seen Operation Mincemeat, and it wasn’t for you. Maybe you’re not a theatre kid. Maybe you aren’t into musicals, or history, or war stories. That’s okay. I don’t mind if you care about different things to me. (Imagine how boring the world would be if we all cared about the same things!) But I want you to care about something. I want you to find it, find people who care about it too, and hold on to them. Because right now, in this city, with these people, at this show? I’m so glad I did. And I hope you find that sort of happiness too. Some of the people who made this trip special. Photo by Chloe, and taken from her Twitter. Timing note: I wrote this on February 15th, but I delayed posting it because I didn’t want to highlight the fact I was away from home. [If the formatting of this post looks odd in your feed reader, visit the original article]

yesterday 3 votes
Cosmetic updates to this site

As well as changing the way I organise my writing, last year I made some cosmetic improvements to this site. I design everything on this site myself, and I write the CSS by hand – I don’t use any third-party styles or frameworks. I don’t have any design training, and I don’t do design professionally, so I use this site as a place to learn and practice my design skills. It’s a continual work-in-progress, but I’d like to think it’s getting better over time. I design this site for readers. I write long, text-heavy posts with the occasional illustration or diagram, so I want something that will be comfortable to read and look good on a wide variety of browsers and devices. I get a lot of that “for free” by using semantic HTML and the default styles – most of my CSS is just cosmetic. Let’s go through some of the changes. Cleaning up the link styles This is what links used to look like: Every page has a tint colour, and then I was deriving different shades to style different links – a darker shade for visited links, a lighter shade for visited links in dark mode, and a background that appears on hover. I’m generating these new colours programatically, and I was so proud of getting that code working that I didn’t stop to think whether it was a good idea. In hindsight, I see several issues. The tint colour is meant to give the page a consistent visual appearance, but the different shades diluted that effect. I don’t think their meaning was especially obvious. How many readers ever worked it out? And the hover styles are actively unhelpful – just as you hover over a link you’re interested in, I’m making it harder to read! (At least in light mode – in dark mode, the hover style is barely legible.) One thing I noticed is that for certain tint colours, the “visited” colour I generated was barely distinguishable from the text colour. So I decided to lean into that in the new link styles: visited links are now the same colour as regular text. This new set of styles feels more coherent. I’m only using one shade of the tint colour, and I think the meaning is a bit clearer – only new-to-you links will get the pop of colour to stand out from the rest of the text. I’m happy to rely on underlines for the links you’ve already visited. And when you hover, the thick underline means you can see where you are, but the link text remains readable. Swapping out the font I swapped out the font, replacing Georgia with Charter. The difference is subtle, so I’d be surprised if anyone noticed: I’ve always used web safe fonts for this site – the fonts that are built into web browsers, and don’t need to be downloaded first. I’ve played with custom fonts from time to time, but there’s no font I like more enough to justify the hassle of loading a custom font. I still like Georgia, but I felt it was showing its age – it was designed in 1993 to look good on low-resolution screens, but looks a little chunky on modern displays. I think Charter looks nicer on high-resolution screens, but if you don’t have it installed then I fall back to Georgia. Making all the roundrects consistent I use a lot of rounded rectangles for components on this site, including article cards, blockquotes, and code blocks. For a long time they had similar but not identical styles, because I designed them all at different times. There were weird inconsistencies. For example, why does one roundrect have a 2px border, but another one is 3px? These are small details that nobody will ever notice directly, but undermine the sense of visual together-ness. I’ve done a complete overhaul of these styles, to make everything look more consistent. I’m leaning heavily on CSS variables, a relatively new CSS feature that I’ve really come to like. Variables make it much easier to use consistent values in different rules. I also tweaked the appearance: I’ve removed another two shades of the tint colour. (Yes, those shades were different from the ones used in links.) Colour draws your attention, so I’m trying to use it more carefully. A link says “click here”. A heading says “start here”. What does a blockquote or code snippet say? It’s just part of the text, so it shouldn’t be grabbing your attention. I think the neutral background also makes the syntax highlighting easier to read, because the tint colour isn’t clashing with the code colours. I could probably consolidate the shades of grey I’m using, but that’s a task for another day. I also removed the left indent on blockquotes and code blocks – I think it looks nicer to have a flush left edge for everything, and it means you can read more text on mobile screens. (That’s where I really felt the issues with the old design.) What’s next? By tidying up the design and reducing the number of unique elements, I’ve got a bit of room to add something new. For a while now I’ve wanted a place at the bottom of posts for common actions, or links to related and follow-up posts. As I do more and more long-form, reflective writing, I want to be able to say “if you liked this, you should read this too”. I want something that catches your eye, but doesn’t distract from the article you’re already reading. Louie Mantia has a version of this that I quite like: I’ve held off designing this because the existing pages felt too busy, but now I feel like I have space to add this – there aren’t as many clashing colours and components to compete for your attention. I’m still sketching out designs – my current idea is my rounded rectangle blocks, but with a coloured border instead of a subtle grey, but when I did a prototype, I feel like it’s missing something. I need to try a few more ideas. Watch this space! [If the formatting of this post looks odd in your feed reader, visit the original article]

2 days ago 4 votes
How I create static websites for tiny archives

Last year I wrote about using static websites for tiny archives. The idea is that I create tiny websites to store and describe my digital collections. There are several reasons I like this approach: HTML is flexible and lets me display data in a variety of ways; it’s likely to remain readable for a long time; it lets me add more context than a folder full of files. I’m converting more and more of my local data to be stored in static websites – paperwork I’ve scanned, screenshots I’ve taken, and web pages I’ve bookmarked. I really like this approach. I got a lot of positive feedback, but the most common reply was “please share some source code”. People wanted to see examples of the HTML and JavaScript I was using I deliberately omitted any code from the original post, because I wanted to focus on the concept, not the detail. I was trying to persuade you that static websites are a good idea for storing small archives and data sets, and I didn’t want to get distracted by the implementation. There’s also no single code base I could share – every site I build is different, and the code is often scrappy or poorly documented. I’ve built dozens of small sites this way, and there’s no site that serves as a good example of this approach – they’re all built differently, implement a subset of my ideas, or have hard-coded details. Even if I shared some source code, it would be difficult to read or understand what’s going on. However, there’s clearly an appetite for that sort of explanation, so this follow-up post will discuss the “how” rather than the “why”. There’s a lot of code, especially JavaScript, which I’ll explain in small digestible snippets. That’s another reason I didn’t describe this in the original post – I didn’t want anyone to feel overwhelmed or put off. A lot of what I’m describing here is nice-to-have, not essential. You can get started with something pretty simple. I’ll go through a feature at a time, as if we were building a new static site. I’ll use bookmarks as an example, but there’s nothing in this post that’s specific to bookmarking. If you’d like to see everything working together, check out the demo site. It includes the full code for all the sections in this post. Let’s dive in! Start with a hand-written HTML page (demo) Reduce repetition with JavaScript templates (demo) Add filtering to find specific items (demo) Introduce sorting to bring order to your data (demo) Use pagination to break up long lists (demo) Provide feedback with loading states and error handling (demo 1, demo 2) Test the code with QUnit and Playwright Manipulate the metadata with Python Store the website code in Git Closing thoughts demo) A website can be a single HTML file you edit by hand. Open a text editor like TextEdit or Notepad, copy-paste the following text, and save it in a file named bookmarks.html. <h1>Bookmarks</h1> <ul> <li><a href="https://estherschindler.medium.com/the-old-family-photos-project-lessons-in-creating-family-photos-that-people-want-to-keep-ea3909129943">Lessons in creating family photos that people want to keep, by Esther Schindler (2018)</a></li> <li><a href="https://www.theatlantic.com/technology/archive/2015/01/why-i-am-not-a-maker/384767/">Why I Am Not a Maker, by Debbie Chachra (The Atlantic, 2015)</a></li> <li><a href="https://meyerweb.com/eric/thoughts/2014/06/10/so-many-nevers/">So Many Nevers, by Eric Meyer (2014)</a></li> </ul> If you open this file in your web browser, you’ll see a list of three links. You can also check out my demo page to see this in action. This is an excellent way to build a website. If you stop here, you’ve got all the flexibility and portability of HTML, and this file will remain readable for a very long time. I build a lot of sites this way. I like it for small data sets that I know are never going to change, or which change very slowly. It’s simple, future-proof, and easy to edit if I ever need to. demo) As you store more data, it gets a bit tedious to keep copying the HTML markup for each item. Wouldn’t it be useful if we could push it into a reusable template? When a site gets bigger, I convert the metadata into JSON, then I use JavaScript and template literals to render it on the page. Let’s start with a simple example of metadata in JSON. My real data has more fields, like date saved or a list of keyword tags, but this is enough to get the idea: const bookmarks = [ { "url": "https://estherschindler.medium.com/the-old-family-photos-project-lessons-in-creating-family-photos-that-people-want-to-keep-ea3909129943", "title": "Lessons in creating family photos that people want to keep, by Esther Schindler (2018)" }, { "url": "https://www.theatlantic.com/technology/archive/2015/01/why-i-am-not-a-maker/384767/", "title": "Why I Am Not a Maker, by Debbie Chachra (The Atlantic, 2015)" }, { "url": "https://meyerweb.com/eric/thoughts/2014/06/10/so-many-nevers/", "title": "So Many Nevers, by Eric Meyer (2014)" } ]; Then I have a function that renders the data for a single bookmark as HTML: function Bookmark(bookmark) { return ` <li> <a href="${bookmark.url}">${bookmark.title}</a> </li> `; } Having a function that returns HTML is inspired by React and Next.js, where code is split into “components” that each render part of the web app. This function is simpler than what you’d get in React. Part of React’s behaviour is that it will re-render the page if the data changes, but my function won’t do that. That’s okay, because my data isn’t going to change. The HTML gets rendered once when the page loads, and that’s enough. I’m using a template literal because I find it simple and readable. It looks pretty close to the actual HTML, so I have a pretty good idea of what’s going to appear on the page. Template literals are dangerous if you’re getting data from an untrusted source – it could allow somebody to inject arbitrary HTML into your page – but I’m writing all my metadata, so I trust it. I know there are other ways to construct HTML in JavaScript, like document.createElement(), the <template> element, or Web Components – but template literals have always been sufficient for me, and I’ve never had a reason to explore other options. Now we have to call this function when the page loads, and render the list of bookmarks. Here’s the rest of the code: <script> window.addEventListener("DOMContentLoaded", () => { document.querySelector("#listOfBookmarks").innerHTML = bookmarks.map(Bookmark).join(""); }); </script> <h1>Bookmarks</h1> <ul id="listOfBookmarks"></ul> I’m listening for the DOMContentLoaded event, which occurs when the HTML page has been fully parsed. When that event occurs, it looks for <ul id="listOfBookmarks"> in the page, and inserts the HTML for the list of bookmarks. We have to wait for this event so the <ul> actually exists. If we tried to run it immediately, it might run before the <ul> exists, and then it wouldn’t know where to insert the HTML. I’m using querySelector() to find the <ul> I want to modify – this is a newer alternative to functions like getElementById(). It’s quite flexible, because I can target any CSS selector, and I find CSS rules easier to remember than the family of getElementBy* functions. Although it’s slightly slower in benchmarks, the difference is negligible and it’s easier for me to remember. If you want to see this page working, check out the demo page. I use this pattern as a starting point for a lot of my static sites – metadata in JSON, some functions that render HTML, and an event listener that renders the whole page after it loads. Once I have the basic site, I add data, render more HTML, and write CSS styles to make it look pretty. This is where I can have fun, and really customise each site. I keep tweaking until I have something I like. I’m ignoring CSS because that could be a whole other post, and there’s a vintage charm to unstyled HTML – it’s fine for what we’re discussing today. What else can we do? demo) As the list gets even longer, it’s useful to have a way to find specific items in the list – I don’t want to scroll the whole thing every time. I like adding keyword tags to my data, and then filtering for items with particular tags. If I add other metadata fields, I could filter on those too. Here’s a brief sketch of the sort of interface I like: I like to be able to define a series of filters, and apply them to focus on a specific subset of items. I like to combine multiple filters to refine my search, and to see a list of applied filters with a way to remove them, if I’ve filtered too far. I like to apply filters from a global menu, or to use controls on each item to find similar items. I use URL query parameters to store the list of currently-applied filters, for example: bookmarks.html?tag=animals&tag=wtf&publicationYear=2025 This means that any UI element that adds or removes a filter is a link to a new URL, so clicking it loads a new page, which triggers a complete re-render with the new filters. When I write filtering code, I try to make it as easy as possible to define new filters. Every site needs a slightly different set of filters, but the overall principle is always the same: here’s a long list of items, find the items that match these rules. Let’s start by expanding our data model to include a couple of new fields: const bookmarks = [ { "url": "https://estherschindler.medium.com/the-old-family-photos-project-lessons-in-creating-family-photos-that-people-want-to-keep-ea3909129943", "title": "Lessons in creating family photos that people want to keep, by Esther Schindler (2018)", "tags": ["photography", "preservation"], "publicationYear": "2018" }, … ]; Then we can define some filters we might use to narrow the list: const bookmarkFilters = [ { id: 'tag', label: 'tagged with', filterFn: (bookmark, tagName) => bookmark.tags.includes(tagName), }, { id: 'publicationYear', label: 'published in', filterFn: (bookmark, year) => bookmark.publicationYear === year, }, ]; Each filter has three fields: id matches the name of the associated URL query parameter label is how the filter will be described in the list of applied filters filterFn is a function that takes two arguments: a bookmark, and a filter value, and returns true/false depending on whether the bookmark matches this filter This list is the only place where I need to customise the filters for a particular site; the rest of the filtering code is completely generic. This means there’s only one place I need to make changes if I want to add or remove filters. The next piece of the filtering code is a generic function that filters a list of items, and takes the list of filters as an argument: /* * Filter a list of items. * * This function takes the list of items and available filters, and the * URL query parameters passed to the page. * * This function returns a list with the items that match these filters, * and a list of filters that have been applied. */ function filterItems({ items, filters, params }) { // By default, all items match, and no filters are applied. var matchingItems = items; var appliedFilters = []; // Go through the URL query params one by one, and look to // see if there's a matching filter. for (const [key, value] of params) { console.debug(`Checking query parameter ${key}`); const matchingFilter = filters.find(f => f.id === key); if (typeof matchingFilter === 'undefined') { continue; } // There's a matching filter! Go ahead and filter the // list of items to only those that match. console.debug(`Detected filter ${JSON.stringify(matchingFilter)}`); matchingItems = matchingItems.filter( item => matchingFilter.filterFn(item, value) ); // Construct a new query string that doesn't include // this filter. const altQuery = new URLSearchParams(params); altQuery.delete(key, value); const linkToRemove = "?" + altQuery.toString(); appliedFilters.push({ type: matchingFilter.id, label: matchingFilter.label, value, linkToRemove, }) } return { matchingItems, appliedFilters }; } This function doesn’t care what sort of items I’m passing, or what the actual filters are, so I can reuse it between different sites. It returns the list of matching items, and the list of applied filters. The latter allows me to show that list on the page. linkToRemove is a link to the same page with this filter removed, but keeping any other filters. This lets us provide a button that removes the filter. The final step is to wire this filtering into the page render. We need to make sure we only show items that match the filter, and show the user a list of applied filters. Here’s the new code: <script> window.addEventListener("DOMContentLoaded", () => { const params = new URLSearchParams(window.location.search); const { matchingItems: matchingBookmarks, appliedFilters } = filterItems({ items: bookmarks, filters: bookmarkFilters, params: params, }); document.querySelector("#appliedFilters").innerHTML = appliedFilters .map(f => `<li>${f.label}: ${f.value} <a href="${f.linkToRemove}">(remove)</a></li>`) .join(""); document.querySelector("#listOfBookmarks").innerHTML = matchingBookmarks.map(Bookmark).join(""); }); </script> <h1>Bookmarks</h1> <p>Applied filters:</p> <ul id="appliedFilters"></ul> <p>Bookmarks:</p> <ul id="listOfBookmarks"></ul> I stick to simple filters that can be phrased as a yes/no question, and I rely on my past self to have written sufficiently useful metadata. At least in static sites, I’ve never implemented anything like a fuzzy text search, where it’s less obvious whether a particular item should match. You can check out the filtering code on the demo page. demo) The next feature I usually implement is sorting. I build a dropdown menu with all the options, and picking one reloads the page with the new sort order. Here’s a quick design sketch: For example, I often sort by the date I saved an item, so I can find an item I saved recently. Another sort order I often use is “random”, which shuffles the items and is a fun way to explore the data. As with filters, I put the current sort order in a query parameter, for example: bookmarks.html?sortOrder=titleAtoZ As before, I want to write this in a generic way and share code between different sites. Let’s start by defining a list of sort options: const bookmarkSortOptions = [ { id: 'titleAtoZ', label: 'title (A to Z)', compareFn: (a, b) => a.title > b.title ? 1 : -1, }, { id: 'publicationYear', label: 'publication year (newest first)', compareFn: (a, b) => Number(b.publicationYear) - Number(a.publicationYear), }, ]; Each sort option has three fields: id is the value that will appear in the URL query parameter label is the human-readable label that will appear in the dropdown compareFn(a, b) is a function that compares two items, and will be passed directly to the JavaScript sort function. If it returns a negative value, then a sorts before b. If it returns a positve value, then a sorts after b. Next, we can define a function that will sort a list of items: /* * Sort a list of items. * * This function takes the list of items and available options, and the * URL query parameters passed to the page. * * It returns a list with the items in sorted order, and the * sort order that was applied. */ function sortItems({ items, sortOptions, params }) { // Did the user pass a sort order in the query parameters? const sortOrderId = getSortOrder(params); // What sort order are we using? // // Look for a matching sort option, or use the default if the sort // order is null/unrecognised. For now, use the first defined // sort order as the default. const defaultSort = sortOptions[0]; const selectedSort = sortOptions.find(s => s.id === sortOrderId) || defaultSort; console.debug(`Selected sort: ${JSON.stringify(selectedSort)}`); // Now apply the sort to the list of items. const sortedItems = items.sort(selectedSort.compareFn); return { sortedItems, appliedSortOrder: selectedSort }; } /* Get the current sort order from the URL query parameters. */ function getSortOrder(params) { return params.get("sortOrder"); } This function works with any list of items and sort orders, making it easy to reuse across different sites. I only have to define the list of sort orders once. This approach makes it easy to add new sort orders, and to write a component that renders a dropdown menu to pick the sort order: /* * Create a dropdown control to choose the sort order. When you pick * a different value, the page reloads with the new sort. */ function SortOrderDropdown({ sortOptions, appliedSortOrder }) { return ` <select onchange="setSortOrder(this.value)"> ${ sortOptions .map(({ id, label }) => ` <option value="${id}" ${id === appliedSortOrder.id ? 'selected' : ''}> ${label} </option> `) .join("") } </select> `; } function setSortOrder(sortOrderId) { const params = new URLSearchParams(window.location.search); params.set("sortOrder", sortOrderId); window.location.search = params.toString(); } Finally, we can wire the sorting code into the rest of the app. After filtering, we sort the items and then render the sorted list. We also show the sort controls on the page: <script> window.addEventListener("DOMContentLoaded", () => { const params = new URLSearchParams(window.location.search); const { matchingItems: matchingBookmarks, appliedFilters } = filterItems(…); … const { sortedItems: sortedBookmarks, appliedSortOrder } = sortItems({ items: matchingBookmarks, sortOptions: bookmarkSortOptions, params, }); document.querySelector("#sortOrder").innerHTML += SortOrderDropdown({ sortOptions: bookmarkSortOptions, appliedSortOrder }); document.querySelector("#listOfBookmarks").innerHTML = sortedBookmarks.map(Bookmark).join(""); }); </script> <p id="sortOrder">Sort by:</p> You can check out the sorting code on the demo page. demo) If you have a really long list of items, you may want to break them into multiple pages. This isn’t something I do very often. Modern web browsers are very performant, and you can put thousands of elements on the page without breaking a sweat. I’ve only had to add pagination in a couple of very image-heavy sites – if it’s a text-based site, I just show everything. (You may notice that, for example, there are no paginated lists anywhere on this site. By writing lean HTML, I can fit all my lists on a single page.) If I do want pagination, I stick to a classic design: As with other features, I use a URL query parameter to track the current page number: bookmarks.html?pageNumber=2 This code can be written in a completely generic way – it doesn’t have to care what sort of items we’re paginating. First, let’s write a function that will select a page of items for us. If we’re on page N, what items should we be showing? /* * Get a page of items. * * This function will reduce the list of items to the items that should * be shown on this particular page. */ function paginateItems({ items, pageNumber, pageSize }) { // Page numbers are 1-indexed, so page 1 corresponds to // the indices 0…(pageSize - 1). const startOfPage = (pageNumber - 1) * pageSize; const endOfPage = pageNumber * pageSize; const thisPage = items.slice(startOfPage, endOfPage); return { thisPage, totalPages: Math.ceil(items.length / pageSize), }; } In some of my sites, the page size is a suggestion rather than a hard rule. If there are 27 items and the page size is 25, I think it’s nicer to show all the items on one page than push a few items onto a second page which barely has anything on it. But that might reflect my general dislike of pagination, and it’s definitely a nice-to-have rather than a required feature. Once we know what page we’re on and how many pages there are, we can create a component to render some basic pagination controls: /* * Renders a list of pagination controls. * * This includes links to prev/next pages and the current page number. */ function PaginationControls({ pageNumber, totalPages, params }) { // If there are no pages, we don't need pagination controls. if (totalPages === 1) { return ""; } // Do we need a link to the previous page? Only if we're past page 1. if (pageNumber > 1) { const prevPageUrl = setPageNumber({ params, pageNumber: pageNumber - 1 }); prevPageLink = `<a href="${prevPageUrl}">&larr; prev</a>`; } else { prevPageLink = null; } // Do we need a link to the next page? Only if we're before // the last page. if (pageNumber < totalPages) { const nextPageUrl = setPageNumber({ params, pageNumber: pageNumber + 1 }); nextPageLink = `<a href="${nextPageUrl}">next &rarr;</a>`; } else { nextPageLink = null; } const pageText = `Page ${pageNumber} of ${totalPages}`; // Construct the final result. return [prevPageLink, pageText, nextPageLink] .filter(p => p !== null) .join(" / "); } /* Returns a URL that points to the new page number. */ function setPageNumber({ params, pageNumber }) { const updatedParams = new URLSearchParams(params); updatedParams.set("pageNumber", pageNumber); return `?${updatedParams.toString()}`; } Finally, let’s wire this code into the rest of the app. We get the page number from the URL query parameters, paginate the list of filtered and sorted items, and show some pagination controls: <script> /* Get the current page number. */ function getPageNumber(params) { return Number(params.get("pageNumber")) || 1; } window.addEventListener("DOMContentLoaded", () => { const params = new URLSearchParams(window.location.search); const { matchingItems: matchingBookmarks, appliedFilters } = filterItems(…); const { sortedItems: sortedBookmarks, appliedSortOrder } = sortItems(…); const pageNumber = getPageNumber(params); const { thisPage: thisPageOfBookmarks, totalPages } = paginateItems({ items: sortedBookmarks, pageNumber, pageSize: 25, }); document.querySelector("#paginationControls").innerHTML += PaginationControls({ pageNumber, totalPages, params }); document.querySelector("#listOfBookmarks").innerHTML = thisPageOfBookmarks.map(Bookmark).join(""); }); </script> <p id="paginationControls">Pagination controls: </p> One thing that makes pagination a little tricky is that it affects filtering and sorting as well – when you change either of those, you probably want to reset to the first page. For example, if you’re filtering for animals and you’re on page 3, then you add a second filter for giraffes, you should reset to page 1. If you stay on page 3, it might be confusing if there are less than 3 pages of results with the new filter. The key to this is calling params.delete("pageNumber") when you update the URL query parameters. You can play with the pagination on the demo page. demo 1, demo 2) One problem with relying on JavaScript to render the page is that sometimes JavaScript goes wrong. For example, I write a lot of my metadata by hand, and a typo can create invalid JSON and break the page. There are also people who disable JavaScript, or sometimes it just doesn’t work. If I’m using the site, I can open the Developer Tools in my web browser and start debugging there – but that’s not a great experience. If you’re not expecting something to go wrong, it will just look like the page is taking a long time to load. We can do better. To start, we can add a <noscript> element that explains to users that they need to enable JavaScript. This will only be shown if they’ve disabled JavaScript: <noscript> <strong>You need to enable JavaScript to use this site!</strong> </noscript> I have a demo page which disables JavaScript, so you can see how the noscript tag behaves. This won’t help if JavaScript is broken rather than disabled, so we also need to add error handling. We can listen for the error event on the window, and report an error to the user – for example, if a script fails to load. <div id="errors"></div> <script> window.addEventListener("error", function(event) { document .querySelector('#errors') .innerHTML = `<strong>Something went wrong when loading the page!</strong>`; }); </script> We can also attach an onerror handler to specific script tags, which allows us to customise the error message – we can tell the user that a particular file failed to load. <script src="app.js" onerror="alert('Something went wrong while loading app.js')"></script> I have another demo page which has a basic error handler. Finally, I like to include a loading indicator, or some placeholder text that will be replaced when the page will finish loading – this tells the user where they can expect to see something load in. <ul id="listOfBookmarks">Loading…</ul> It’s somewhat rare for me to add a loading indicator or error handling, just because I’m the only user of my static sites, and it’s easier for me to use the developer tools when something breaks. But providing mechanisms for the user to understand what’s going on is crucial if you want to build static sites like this that other people will use. Test the code with QUnit and Playwright If I’m writing a very complicated viewer, it’s helpful to have tests. I’ve found two test frameworks that I particularly like for this purpose. QUnit is a JavaScript library that I use for unit testing – to me, that means testing individual functions and components. For example, QUnit was very helpful when I was writing the early iterations of the sorting and filtering code, and writing tests caught a number of mistakes. You can run QUnit in the browser, and it only requires two files, so I can test a project without creating a whole JavaScript build system or dependency tree. Here’s an example of a QUnit test: QUnit.test("sorts bookmarks by title", function(assert) { // Create three bookmarks with different titles const bookmarkA = { title: "Almanac for apples" }; const bookmarkC = { title: "Compendium of coconuts" }; const bookmarkP = { title: "Page about papayas" }; const params = new URLSearchParams("sortOrder=titleAtoZ"); // Pass the bookmarks in the wrong order, so they can't be sorted // correctly "by accident" const { sortedItems, appliedSortOrder } = sortItems({ items: [bookmarkC, bookmarkA, bookmarkP], sortOptions: bookmarkSortOptions, params, }); // Check the bookmarks have been sorted in the right order assert.deepEqual(sortedItems, [bookmarkA, bookmarkC, bookmarkP]); }); You can see this test running in the browser in my demo page. Playwright is a testing library that can open a web app in a real web browser, interact with the page, and check that the app behaves correctly. It’s often used for dynamic web apps, but it works just as well for static pages. For example, it can test that if you select a new sort order, the page reloads and show results in the correct order. Here’s an example of a simple test written with Playwright in Python: from playwright.sync_api import expect, sync_playwright with sync_playwright() as p: browser = p.webkit.launch() # Open the HTML file in the browser page = browser.new_page() page.goto('file:///Users/alexwlchan/Sites/sorting.html') # Look for an <li> element with one of the bookmarks -- this will # only appear if the page has rendered correctly. expect(page.get_by_text("So Many Nevers")).to_be_visible() browser.close() These tools are a great safety net for catching mistakes, but I don’t always need them. I only write tests for my more complicated sites – when the sorting/filtering code is particularly complex, there’s a lot of rendering code, or I anticipate making major changes in future. I don’t bother with tests when the site is simple and unlikely to change, and I can just do manual checks when I write it the first time. Tests are less useful if I know I’ll never make changes. This is getting away from the idea of a self-contained static website, because now I’m relying on third-party code, and for Playwright I need to maintain a working Python environment. I’m okay with this, because the website is still usable even if I can no longer run the tests. These are useful sidecar tools, but I only need them if I’m making changes. If I finish a site and I know I won’t change it again, I don’t need to worry about whether the tests will still work years later. Manipulate the metadata with Python For small sites, we could write all this JavaScript directly in <script> tags or in a single file. As we get more data, splitting the metadata and application logic makes everything easier to manage. One pattern I’ve adopted is to put all the item metadata into a single, standalone JavaScript file that assigns a single variable: const bookmarks = […]; and then load that file in the HTML page with a <script src="metadata.js"> element. I use JavaScript rather than pure JSON because browsers don’t allow fetching local JSON files via file://. If you open an HTML page without a web server, the browser will block requests to fetch a JSON file because of security restrictions. By storing data in a JavaScript file instead, I can load it with a simple <script> tag. I wrote a small Python library javascript-data-files that lets me interact with JSON stored this way. This allows me to write scripts that add data to the metadata file (like saving a new bookmark) or to verify the existing metadata (like checking that I have an archived copy of every bookmark). I’ll write more about this in future posts, because this one is long enough already. For example, let’s add a new bookmark to the metadata.js file: from javascript_data_files import read_js, write_js bookmarks = read_js("metadata.js", varname="bookmarks") bookmarks.append({ "url": "https://www.theguardian.com/lifeandstyle/2019/jan/13/ella-risbridger-john-underwood-friendship-life-new-family", "title": "When my world fell apart, my friends became my family, by Ella Risbridger (2019)" }) write_js("metadata.js", varname="bookmarks", value=bookmarks) We’re starting to blur the line between a static site and a static site generator. These scripts only work if I have a working Python environment, which is less future-proof than pure HTML. I’m happy with this compromise, because the website is fully functional without them – I only need to run these scripts if I’m modifying the metadata. If I stop making changes and the Python environment breaks, I can still read everything I’ve already saved. Store the website code in Git I create Git repositories for all of my local websites. This allows me to track changes, and it means I can experiment freely – I can always roll back if I break something. These Git repositories only live on my local machine. I run git init . in the folder, I create commits to record any changes, and that’s it. I don’t push the repository to GitHub or another remote Git server. (Although I do have backups of every site, of course.) Git has a lot of features for writing code in a collaborative environment, but I don’t need any of those here – I’m the only person working on these sites. Most of the time, I just use two commands: $ git add bookmarks.html $ git commit -m "Add filtering by author" This creates a labelled snapshot of my latest changes to bookmarks.html. I only track the text files in Git – the HTML, CSS, and JavaScript. I don’t track binary files like images and videos. Git struggles with those larger files, and I don’t edit those as much as the text files, so having them in version control is less useful. I write a gitignore file to ignore all of them. Closing thoughts There are lots of ideas here, but you don’t need to use all of them – most of my sites only use a few. Every site is different, and you can pick what makes most sense for your project. If you’re building a static site for a tiny archive, start with a simple HTML file. Add features like templates, sorting, and filtering incrementally as they become useful. You don’t need to add them all upfront – that can make things more complicated than they need to be. This approach can scale from simple collections to sophisticated archives. A static website built with HTML and JavaScript is easy to maintain and modify, has no external dependencies, and is future-proof against a lot of technological changes. I’ve come to love using static websites to store my local data. They’re flexible, resilient, and surprisingly powerful. I hope you’ll consider it too, and that these ideas help you get started. [If the formatting of this post looks odd in your feed reader, visit the original article]

3 days ago 7 votes
Good embedded toots

In my previous post, there was a first for this site: I embedded a post from Mastodon. Like many social media services, Mastodon has built-in support for embedding posts. If you’re looking at a public post, you can get a snippet of HTML and JavaScript to show that post in another web page. You add that snippet to your page, and when somebody opens it, the snippet will appear as a Mastodon post. It’s quick, easy, and not how I did it. When I want to embed post from social media sites, I don’t use the native embed. Instead, I write my own HTML and CSS to mimic their appearance, and it looks pretty close to the real thing. Here’s a comparison of a native/custom Mastodon embed – they’re not exactly the same, but close enough that you probably wouldn’t notice unless you were looking: This is something I’ve been doing for over a decade – I got the original idea from Dr Drang, who does something similar for tweets. (He wrote that post in 2012, and it highlights the value of resilient embeds – two of the four tweets he’s quoted are no longer available. The post would be harder to read if you couldn’t see the tweets he was quoting and replying to.) Many years ago, I copied Dr Drang’s code, created my own variant, and I used that for embedding tweets. I’ve now created another variant that works for Mastodon toots, and I have unfinished branches with more variants for Instagram and Bluesky. Why do I prefer my embeds? There are several reasons: My embeds are smaller and faster. Mastodon posts are short, and yet the native embed downloads nearly a megabyte of data to display 88 words of text – including the audio file boop.mp3, for reasons I can’t imagine. Meanwhile my custom embed requires just 35KB. I try to keep this site pretty lean and lightweight – the average size of an HTML page is just 13KB. Adding a megabyte of data for an embed would undo all that hard work. My embeds don’t require any JavaScript, third-party or otherwise. You don’t need JS to show static content, and adding third-party code introduces a privacy risk for my readers. I’m not completely opposed to JavaScript, but it’s massively overused on the modern web. It’s useful for interactive elements, but I really don’t need it on this content-only site. My embeds are more resilient. Because I have no dependency on the Mastodon server, it doesn’t matter if the server goes away or the toot is deleted. My page will be unaffected. This is why many people include social media posts as images, or copy the text into a blockquote. We’re in a time of increased tumult and instability for social media platforms, but their woes aren’t going to leave holes in my posts. My embeds support dark mode. A few years ago I added dark mode to this site. It’s not something I use myself, but I know it’s important to a lot of people and it was a fun little project. The native Mastodon embeds always show toots in light mode, whereas my embeds will adapt to your preference: On the other hand, the argument in favour of native embeds is that they need minimal effort, they should always work, and they support more features. My custom embeds can’t do pictures, or link previews, or quote toots, because I’ve never embedded a toot that uses those. If/when I do, I’ll have to write the code to support that. I’ll find that fun, but most people would find that annoying. I don’t know what accessibility is like for native embeds. My custom embeds only use a handful of semantic HTML elements, so they get a lot of good behaviour “by default from the browser. I hope native embeds are good for accessibility, but I don’t know enough to say whether my approach is better or worse in that regard. How does it work? I have some HTML and CSS that render the embedded toot. Here’s the entirety of the HTML – I’ve tweaked this ever so slightly for readability, but the key parts are there. <blockquote class="mastodon-embed"> <div class="header"> <a class="name_header" href="https://code4lib.social/@linguistory"> <img class="avatar" src="linguistory.jpg" alt=""> <div class="name"> <span class="display_name">James Truitt (he/him)</span> <span class="account_name">@linguistory@code4lib.social</span> </div> </a> <img class="mastodon_logo" src="logo.svg"> </div> <p class="text"> Do any <a href="https://code4lib.social/tags/digipres">#digipres</a> folks happen to have a handy repo of small invalid bags for testing purposes? <br> <br> I'm trying to automate our ingest process, and want to make sure I'm accounting for as many broken expectations as possible. </p> <p class="meta"> <a href="https://code4lib.social/@linguistory/113924700205617006">31 Jan 2025 at 19:49</a> </p> </blockquote> The CSS styles are a bit long to include here, but you can see them by reading the source code of my demo page. I’m using CSS grid layout to lay out the different components, but otherwise nothing too complicated. I designed my custom embed by creating two HTML files: one with a native embed, and one with my custom embed. I used the developer tools to get key values from the native embed, like colours and spacing, then I kept adding styles to my custom embed until it looked about right. When I want to embed a toot now, I write a line like: {% mastodon https://code4lib.social/@linguistory/113924700205617006 %} This calls a Jekyll plugin that replaces this line with an embedded toot. This code is very scrappy and poorly documented, so it may not be especially easy to adapt to your own site – if you want to do this, start from the HTML and CSS instead. Like everything on this site, my Mastodon embeds are a work-in-progress and not something that everybody should copy. The built-in embeds are quick, easy, and convenient, and they’re what most people should use. But what I like about having my own website is that when I do want to spend an unreasonable amount of effort on something, and do it just because I think it’s fun, I can do that, and nobody can stop me. [If the formatting of this post looks odd in your feed reader, visit the original article]

a week ago 11 votes
Unexpected errors in the BagIt area

Last week, James Truitt asked a question on Mastodon: James Truitt (he/him) @linguistory@code4lib.social Mastodon #digipres folks happen to have a handy repo of small invalid bags for testing purposes? I'm trying to automate our ingest process, and want to make sure I'm accounting for as many broken expectations as possible. Jan 31, 2025 at 07:49 PM The “bags” he’s referring to are BagIt bags. BagIt is an open format developed by the Library of Congress for packaging digital files. Bags include manifests and checksums that describe their contents, and they’re often used by libraries and archives to organise files before transfering them to permanent storage. Although I don’t use BagIt any more, I spent a lot of time working with it when I was a software developer at Wellcome Collection. We used BagIt as the packaging format for files saved to our cloud storage service, and we built a microservice very similar to what James is describing. The “bag verifier” would look for broken bags, and reject them before they were copied to long-term storage. I wrote a lot of bag verifier test cases to confirm that it would spot invalid or broken bags, and that it would give a useful error message when it did. All of the code for Wellcome’s storage service is shared on GitHub under an MIT license, including the bag verifier tests. They’re wrapped in a Scala test framework that might not be the easiest thing to read, so I’m going to describe the test cases in a more human-friendly way. Before diving into specific examples, it’s worth remembering: context is king. BagIt is described by RFC 8493, and you could create invalid bags by doing a line-by-line reading and deliberately ignoring every “MUST” or “SHOULD” but I wouldn’t recommend this aproach. You’d get a long list of test cases, but you’d be overwhelmed by examples, and you might miss specific requirements for your system. The BagIt RFC is written for the most general case, but if you’re actually building a storage service, you’ll have more concrete requirements and context. It’s helpful to look at that context, and how it affects the data you want to store. Who’s creating the bags? How will they name files? Where are you going to store bags? How do bags fit into your wider systems? And so on. Understanding your context will allow you to skip verification steps that you don’t need, and to add verification steps that are important to you. I doubt any two systems implement the exact same set of checks, because every system has different context. Here are examples of potential validation issues drawn from the BagIt specification and my real-world experience. You won’t need to check for everything on this list, and this list isn’t exhaustive – but it should help you think about bag validation in your own context. The Bag Declaration bagit.txt This file declares that this is a BagIt bag, and the version of BagIt you’re using (RFC 8493 §2.1.1). It looks the same in almost every bag, for example: BagIt-Version: 1.0 Tag-File-Character-Encoding: UTF-8 This tightly prescribed format means it can only be invalid in a few ways: What if the bag doesn’t have a bag declaration? It’s a required element of every BagIt bag; it has to be there. What if the bag declaration is the wrong format? It should contain exactly two lines: a version number and a character encoding, in that order. What if the bag declaration has an unexpected version number? If you see a BagIt version that you’ve not seen before, the bag might have a different structure than what you expect. The Payload Files and Payload Manifest The payload files are the actual content you want to save and preserve. They get saved in the payload directory data/ (RFC 8493 §2.1.2), and there’s a payload manifest manifest-algorithm.txt that lists them, along with their checksums (RFC 8493 §2.1.3). Here’s an example of a payload manifest with MD5 checksums: 37d0b74d5300cf839f706f70590194c3 data/waterfall.jpg This tells us that the bag contains a single file data/waterfall.jpg, and it has the MD5 checksum 37d0…. These checksums can be used to verify that the files have transferred correctly, and haven’t been corrupted in the process. There are lots of ways a payload manifest could be invalid: What if the bag doesn’t have a payload manifest? Every BagIt bag must have at least one Payload Manifest file. What if the payload manifest is the wrong format? These files have a prescribed format – one file per line, with a checksum and file path. What if the payload manifest refers to a file that isn’t in the bag? Either one of the files in the bag has been deleted, or the manifest has an erroneous entry. What if the bag has a file that isn’t listed in the payload manifest? The manifest should be a complete listing of all the payload files in the bag. If the bag has a file which isn’t in the payload manifest, either that file isn’t meant to be there, or the manifest is missing an entry. Checking for unlisted files is how I spotted unwanted .DS_Store and Thumbs.db files. What if the checksum in the payload manifest doesn’t match the checksum of the file? Either the file has been corrupted, or the checksum is incorrect. What if there are payload files outside the data/ directory? All the payload files should be stored in data/. Anything outside that is an error. What if there are duplicate entries in the payload manifest? Every payload file must be listed exactly once in the manifest. This avoids ambiguity – suppose a file is listed twice, with two different checksums. Is the bag valid if one of those checksums is correct? Requiring unique entries avoids this sort of issue. What if the payload directory is empty? This is perfectly acceptable in the BagIt RFC, but it may not be what you want. If you know that you will always be sending bags that contain files, you should flag empty payload directories as an error. What if the payload manifest contains paths outside data/, or relative paths that try to escape the bag? (e.g. ../file.txt) Now we’re into “malicious bag” territory – a bag uploaded by somebody who’s trying to compromise your ingest pipeline. Any such bags should be treated with suspicion and rejected. If you’re concerned about malicious bags, you need a more thorough test suite to catch other shenanigans. We never went this far at Wellcome Collection, because we didn’t ingest bags from arbitrary sources. The bags only came from internal systems, and our verification was mainly about spotting bugs in those systems, not defending against malicious actors. A bag can contain multiple payload manifests – for example, it might contain both MD5 and SHA1 checksums. Every payload manifest must be valid for the overall bag to be valid. Payload filenames There are lots of gotchas around filenames and paths. It’s a complicated problem, and I definitely don’t understand all of it. It’s worth understanding the filename rules of any filesystem where you will be storing bags. For example, Azure Blob Storage has a number of rules around how you can name files, and Amazon S3 has different rules. We stored files in both at Wellcome Collection, and so the storage service had to enforce the superset of these rules. I’ve listed some edge cases of filenames you might want to consider, but it’s not a comlpete list. There are lots of ways that unexpected filenames could cause you issues, but whether you care depends on the source of your bags. If you control the bags and you know you’re not going to include any weird filenames, you can probably skip most of these. We only checked for one of these conditions at Wellcome Collection, because we had a pre-ingest step that normalised filenames. It converted filenames to ASCII, and saved a mapping between original and normalised filename in the bag. However, the normalisation was only designed for one filesystem, and produced filenames with trailing dots that were still disallowed in Azure Blob. What if a filename is too long? Some systems have a maximum path length, and an excessively deep directory structure or long filename could cause issues. What if a filename contains special characters? Spaces, emoji, or special characters (\, :, *, etc.) can cause problems for some tools. You should also think about characters that need to be URL-encoded. What if a filename has trailing spaces or dots? Some filesystems can’t support filenames ending in a dot or a space. What happens if your bag contains such a file, and you try to save it to the filesystem? This caused us issues at Wellcome Collection. We initially stored bags just in Amazon S3, which is happy to take filenames with a trailing dot – then we added backups to Azure Blob, which doesn’t. One of the bags we’d stored in Amazon S3 had a trailing dot in the filename, and caused us headaches when we tried to copy it to Azure. What if a filename contains a mix of path separators? The payload manifest uses a forward slash (/) as a path separator. If you have a filename with an alternative path separator, it might behave differently on different systems. For example, consider the payload file a\b\c. This would be a single file on macOS or Linux, but it would be nested inside two folders on Windows. What if the filenames are a mix of uppercase and lowercase characters? Some fileystems are case-sensitive, others aren’t. This can cause issues when you move bags between systems. For example, suppose a bag contains two different files Macrodata.txt and macrodata.txt. When you save that bag on a case-insensitive filesystem, only one file will be saved. What if the same filename appears twice with different Unicode normalisations? This is similar to filenames which only differ in upper/lowercase. They might be treated as two files on one filesystem, but collapsed into one file on another. The classic example is the word “café”: this can be encoded as caf\xc3\xa9 (UTF-8 encoded é) or cafe\xcc\x81 (e + combining acute accent). What if a filename contains a directory reference? A directory reference is /./ (current directory) or /../ (parent directory). It’s used on both Unix and Windows-like systems, and it’s another case of two filenames that look different but can resolve to the same path. For example: a/b, a/./b and a/subdir/../b all resolve to the same path under these rules. This can cause particular issues if you’re moving between local filesystems and cloud storage. Local filesystems treat filenames as hierarchical paths, where cloud storage like Amazon S3 often treats them as opaque strings. This can cause issues if you try to copy files from cloud storage to a local system – if you’re not careful, you could lose files in the process. The Tag Manifest tagmanifest-algorithm.txt Similar to the payload manifest, the tag manifest lists the tag files and their checksums. A “tag file” is the BagIt term for any metadata file that isn’t part of the payload (RFC 8493 §2.2.1). Unlike the payload manifest, the tag manifest is optional. A bag without a tag manifest can still be a valid bag. If the tag manifest is present, then many of the ways that a payload manifest can invalidate a bag – malformed contents, unreferenced files, or incorrect checksums – can also apply to tag manifests. There are some additional things to consider: What if a tag manifest lists payload files? The tag manifest lists tag files; the payload manifest lists payload files in the data/ directory. A tag manifest that lists files in the data/ directory is incorrect. What if the bag has a file that isn’t listed in either manifest? Every file in a bag (except the tag manifests) should be listed in either a payload or a tag manifest. A file that appears in neither could mean an unexpected file, or a missing manifest entry. Although the tag manifest is optional in the BagIt spec, at Wellcome Collection we made it a required file. Every bag had to have at least one tag manifest file, or our storage service would refuse to ingest it. The Bag Metadata bag-info.txt This is an optional metadata file that describes the bag and its contents (RFC 8493 §2.2.2). It’s a list of metadata elements, as simple label-value pairs, one per line. Here’s an example of a bag metadata file: Source-Organization: Lumon Industries Organization-Address: 100 Main Street, Kier, PE, 07043 Contact-Name: Harmony Cobel Unlike the manifest files, this is primarily intended for human readers. You can put arbitrary metadata in here, so you can add fields specific to your organisation. Although this file is more flexible, there are still ways it can be invalid: What if the bag metadata is the wrong format? It should have one metadata entry per line, with a label-value pair that’s separated by a colon. What if the Payload-Oxum is incorrect? The Payload-Oxum contains some concise statistics about the payload files: their total size in bytes, and how many there are. For example: Payload-Oxum: 517114.42 This tells us that the bag contains 42 payload files, and their total size is 517,114 bytes. If these stats don’t match the rest of the bag, something is wrong. What if non-repeatable metadata element names are repeated? The BagIt RFC defines a small number of reserved metadata element names which have a standard meaning. Although most metadata element names can be repeated, there are some which can’t, because they can only have one value. In particular: Bagging-Date, Bag-Size, Payload-Oxum and Bag-Group-Identifier. Although the bag metadata file is optional in a general BagIt bag, you may want to add your own rules based on how you use it. For example, at Wellcome Collection, we required all bags to have an External-Identifier value, that matched a specific schema. This allowed us to link bags to records in other databases, and our bag verifier would reject bags that didn’t include it. The Fetch File fetch.txt This is an optional element that allows you to reference files stored elsewhere (RFC 8493 §2.2.3). It tells the person reading the bag that a file hasn’t been included in this copy of the bag; they have to go and fetch it from somewhere else. The file is still recorded in the payload manifest (with a checksum you can verify), but you don’t have a complete bag until you’ve downloaded all the files. Here’s an example of a fetch.txt: https://topekastar.com/~daria/article.txt 1841 data/article.txt This tells us that data/article.txt isn’t included in this copy of the bag, but we we can download it from https://topekastar.com/~daria/article.txt. (The number 1841 is the size of the file in bytes. It’s optional.) Using fetch.txt allows you to send a bag with “holes”, which saves disk space and network bandwidth, but at a cost – we’re now relying on the remote location to remain available. From a preservation standpoint, this is scary! If topekastar.com goes away, this bag will be broken. I know some people don’t use fetch.txt for precisely this reason. If you do use fetch.txt, here are some things to consider: What if the fetch file is the wrong format? There’s a prescribed format – one file per line, with a URL, optional file size, and file path. What if the fetch file lists a file which isn’t in the payload manifest? The fetch.txt should only tell us that a file is stored elsewhere, and shouldn’t be introducing otherwise unreferenced files. If a file appears in fetch.txt but not the payload manifest, then we can’t verify the remote file because we don’t have a checksum for it. There’s either an erroneous fetch file entry or a missing manifest entry. What if the fetch file points to a file at an unusable URL? The URL is only useful if the person who receives the bag can use it to download the file. If they can’t, the bag might technically be valid, but it’s functionally broken. For example, you might reject URLs that don’t start with http:// or https://. What if the fetch file points to a file with the wrong length? The fetch.txt can optionally specify the size of a file, so you know how much storage you need to download it. If you download the file, the actual size should match the stated size. What if the fetch files points to a file that’s already included in the bag? Now you have two ways to get this file: you can read it from the bag, or from the remote URL. If a file is listed in both fetch.txt and included in the bag, either that file isn’t meant to be in the bag, or the fetch file has an erroneous entry. We used fetch files at Wellcome Collection to implement versioning, and we added extra rules about what remote URLs were allowed. In particular, we didn’t allow fetching a file from just anywhere – you could fetch from our S3 buckets, but not the general Internet. The bag verifier would reject a fetch file entry that pointed elsewhere. These examples illustrate just how many ways a BagIt bag can be invalid, from simple structural issues to complex edge cases. Remember: the key is to understand your specific needs and requirements. By considering your context – who creates your bags, where they’ll be stored, and how they fit into your wider systems – you can build a validation process to catch the issues that matter to you, while avoiding unnecessary complexity. I can give you my ideas, but only you can build your system. [If the formatting of this post looks odd in your feed reader, visit the original article]

2 weeks ago 12 votes

More in programming

It’s cool to care

I’m sitting in a small coffee shop in Brooklyn. I have a warm drink, and it’s just started to snow outside. I’m visiting New York to see Operation Mincemeat on Broadway – I was at the dress rehearsal yesterday, and I’ll be at the opening preview tonight. I’ve seen this show more times than I care to count, and I hope US theater-goers love it as much as Brits. The people who make the show will tell you that it’s about a bunch of misfits who thought they could do something ridiculous, who had the audacity to believe in something unlikely. That’s certainly one way to see it. The musical tells the true story of a group of British spies who tried to fool Hitler with a dead body, fake papers, and an outrageous plan that could easily have failed. Decades later, the show’s creators would mirror that same spirit of unlikely ambition. Four friends, armed with their creativity, determination, and a wardrobe full of hats, created a new musical in a small London theatre. And after a series of transfers, they’re about to open the show under the bright lights of Broadway. But when I watch the show, I see a story about friendship. It’s about how we need our friends to help us, to inspire us, to push us to be the best versions of ourselves. I see the swaggering leader who needs a team to help him truly achieve. The nervous scientist who stands up for himself with the support of his friends. The enthusiastic secretary who learns wisdom and resilience from her elder. And so, I suppose, it’s fitting that I’m not in New York on my own. I’m here with friends – dozens of wonderful people who I met through this ridiculous show. At first, I was just an audience member. I sat in my seat, I watched the show, and I laughed and cried with equal measure. After the show, I waited at stage door to thank the cast. Then I came to see the show a second time. And a third. And a fourth. After a few trips, I started to see familiar faces waiting with me at stage door. So before the cast came out, we started chatting. Those conversations became a Twitter community, then a Discord, then a WhatsApp. We swapped fan art, merch, and stories of our favourite moments. We went to other shows together, and we hung out outside the theatre. I spent New Year’s Eve with a few of these friends, sitting on somebody’s floor and laughing about a bowl of limes like it was the funniest thing in the world. And now we’re together in New York. Meeting this kind, funny, and creative group of people might seem as unlikely as the premise of Mincemeat itself. But I believed it was possible, and here we are. I feel so lucky to have met these people, to take this ridiculous trip, to share these precious days with them. I know what a privilege this is – the time, the money, the ability to say let’s do this and make it happen. How many people can gather a dozen friends for even a single evening, let alone a trip halfway round the world? You might think it’s silly to travel this far for a theatre show, especially one we’ve seen plenty of times in London. Some people would never see the same show twice, and most of us are comfortably into double or triple-figures. Whenever somebody asks why, I don’t have a good answer. Because it’s fun? Because it’s moving? Because I enjoy it? I feel the need to justify it, as if there’s some logical reason that will make all of this okay. But maybe I don’t have to. Maybe joy doesn’t need justification. A theatre show doesn’t happen without people who care. Neither does a friendship. So much of our culture tells us that it’s not cool to care. It’s better to be detached, dismissive, disinterested. Enthusiasm is cringe. Sincerity is weakness. I’ve certainly felt that pressure – the urge to play it cool, to pretend I’m above it all. To act as if I only enjoy something a “normal” amount. Well, fuck that. I don’t know where the drive to be detached comes from. Maybe it’s to protect ourselves, a way to guard against disappointment. Maybe it’s to seem sophisticated, as if having passions makes us childish or less mature. Or perhaps it’s about control – if we stay detached, we never have to depend on others, we never have to trust in something bigger than ourselves. Being detached means you can’t get hurt – but you’ll also miss out on so much joy. I’m a big fan of being a big fan of things. So many of the best things in my life have come from caring, from letting myself be involved, from finding people who are a big fan of the same things as me. If I pretended not to care, I wouldn’t have any of that. Caring – deeply, foolishly, vulnerably – is how I connect with people. My friends and I care about this show, we care about each other, and we care about our joy. That care and love for each other is what brought us together, and without it we wouldn’t be here in this city. I know this is a once-in-a-lifetime trip. So many stars had to align – for us to meet, for the show we love to be successful, for us to be able to travel together. But if we didn’t care, none of those stars would have aligned. I know so many other friends who would have loved to be here but can’t be, for all kinds of reasons. Their absence isn’t for lack of caring, and they want the show to do well whether or not they’re here. I know they care, and that’s the important thing. To butcher Tennyson: I think it’s better to care about something you cannot affect, than to care about nothing at all. In a world that’s full of cynicism and spite and hatred, I feel that now more than ever. I’d recommend you go to the show if you haven’t already, but that’s not really the point of this post. Maybe you’ve already seen Operation Mincemeat, and it wasn’t for you. Maybe you’re not a theatre kid. Maybe you aren’t into musicals, or history, or war stories. That’s okay. I don’t mind if you care about different things to me. (Imagine how boring the world would be if we all cared about the same things!) But I want you to care about something. I want you to find it, find people who care about it too, and hold on to them. Because right now, in this city, with these people, at this show? I’m so glad I did. And I hope you find that sort of happiness too. Some of the people who made this trip special. Photo by Chloe, and taken from her Twitter. Timing note: I wrote this on February 15th, but I delayed posting it because I didn’t want to highlight the fact I was away from home. [If the formatting of this post looks odd in your feed reader, visit the original article]

yesterday 3 votes
Stick with the customer

One of the biggest mistakes that new startup founders make is trying to get away from the customer-facing roles too early. Whether it's customer support or it's sales, it's an incredible advantage to have the founders doing that work directly, and for much longer than they find comfortable. The absolute worst thing you can do is hire a sales person or a customer service agent too early. You'll miss all the golden nuggets that customers throw at you for free when they're rejecting your pitch or complaining about the product. Seeing these reasons paraphrased or summarized destroy all the nutrients in their insights. You want that whole-grain feedback straight from the customers' mouth!  When we launched Basecamp in 2004, Jason was doing all the customer service himself. And he kept doing it like that for three years!! By the time we hired our first customer service agent, Jason was doing 150 emails/day. The business was doing millions of dollars in ARR. And Basecamp got infinitely, better both as a market proposition and as a product, because Jason could funnel all that feedback into decisions and positioning. For a long time after that, we did "Everyone on Support". Frequently rotating programmers, designers, and founders through a day of answering emails directly to customers. The dividends of doing this were almost as high as having Jason run it all in the early years. We fixed an incredible number of minor niggles and annoying bugs because programmers found it easier to solve the problem than to apologize for why it was there. It's not easy doing this! Customers often offer their valuable insights wrapped in rude language, unreasonable demands, and bad suggestions. That's why many founders quit the business of dealing with them at the first opportunity. That's why few companies ever do "Everyone On Support". That's why there's such eagerness to reduce support to an AI-only interaction. But quitting dealing with customers early, not just in support but also in sales, is an incredible handicap for any startup. You don't have to do everything that every customer demands of you, but you should certainly listen to them. And you can't listen well if the sound is being muffled by early layers of indirection.

yesterday 4 votes
Cosmetic updates to this site

As well as changing the way I organise my writing, last year I made some cosmetic improvements to this site. I design everything on this site myself, and I write the CSS by hand – I don’t use any third-party styles or frameworks. I don’t have any design training, and I don’t do design professionally, so I use this site as a place to learn and practice my design skills. It’s a continual work-in-progress, but I’d like to think it’s getting better over time. I design this site for readers. I write long, text-heavy posts with the occasional illustration or diagram, so I want something that will be comfortable to read and look good on a wide variety of browsers and devices. I get a lot of that “for free” by using semantic HTML and the default styles – most of my CSS is just cosmetic. Let’s go through some of the changes. Cleaning up the link styles This is what links used to look like: Every page has a tint colour, and then I was deriving different shades to style different links – a darker shade for visited links, a lighter shade for visited links in dark mode, and a background that appears on hover. I’m generating these new colours programatically, and I was so proud of getting that code working that I didn’t stop to think whether it was a good idea. In hindsight, I see several issues. The tint colour is meant to give the page a consistent visual appearance, but the different shades diluted that effect. I don’t think their meaning was especially obvious. How many readers ever worked it out? And the hover styles are actively unhelpful – just as you hover over a link you’re interested in, I’m making it harder to read! (At least in light mode – in dark mode, the hover style is barely legible.) One thing I noticed is that for certain tint colours, the “visited” colour I generated was barely distinguishable from the text colour. So I decided to lean into that in the new link styles: visited links are now the same colour as regular text. This new set of styles feels more coherent. I’m only using one shade of the tint colour, and I think the meaning is a bit clearer – only new-to-you links will get the pop of colour to stand out from the rest of the text. I’m happy to rely on underlines for the links you’ve already visited. And when you hover, the thick underline means you can see where you are, but the link text remains readable. Swapping out the font I swapped out the font, replacing Georgia with Charter. The difference is subtle, so I’d be surprised if anyone noticed: I’ve always used web safe fonts for this site – the fonts that are built into web browsers, and don’t need to be downloaded first. I’ve played with custom fonts from time to time, but there’s no font I like more enough to justify the hassle of loading a custom font. I still like Georgia, but I felt it was showing its age – it was designed in 1993 to look good on low-resolution screens, but looks a little chunky on modern displays. I think Charter looks nicer on high-resolution screens, but if you don’t have it installed then I fall back to Georgia. Making all the roundrects consistent I use a lot of rounded rectangles for components on this site, including article cards, blockquotes, and code blocks. For a long time they had similar but not identical styles, because I designed them all at different times. There were weird inconsistencies. For example, why does one roundrect have a 2px border, but another one is 3px? These are small details that nobody will ever notice directly, but undermine the sense of visual together-ness. I’ve done a complete overhaul of these styles, to make everything look more consistent. I’m leaning heavily on CSS variables, a relatively new CSS feature that I’ve really come to like. Variables make it much easier to use consistent values in different rules. I also tweaked the appearance: I’ve removed another two shades of the tint colour. (Yes, those shades were different from the ones used in links.) Colour draws your attention, so I’m trying to use it more carefully. A link says “click here”. A heading says “start here”. What does a blockquote or code snippet say? It’s just part of the text, so it shouldn’t be grabbing your attention. I think the neutral background also makes the syntax highlighting easier to read, because the tint colour isn’t clashing with the code colours. I could probably consolidate the shades of grey I’m using, but that’s a task for another day. I also removed the left indent on blockquotes and code blocks – I think it looks nicer to have a flush left edge for everything, and it means you can read more text on mobile screens. (That’s where I really felt the issues with the old design.) What’s next? By tidying up the design and reducing the number of unique elements, I’ve got a bit of room to add something new. For a while now I’ve wanted a place at the bottom of posts for common actions, or links to related and follow-up posts. As I do more and more long-form, reflective writing, I want to be able to say “if you liked this, you should read this too”. I want something that catches your eye, but doesn’t distract from the article you’re already reading. Louie Mantia has a version of this that I quite like: I’ve held off designing this because the existing pages felt too busy, but now I feel like I have space to add this – there aren’t as many clashing colours and components to compete for your attention. I’m still sketching out designs – my current idea is my rounded rectangle blocks, but with a coloured border instead of a subtle grey, but when I did a prototype, I feel like it’s missing something. I need to try a few more ideas. Watch this space! [If the formatting of this post looks odd in your feed reader, visit the original article]

2 days ago 4 votes
Humanity's Last Exam

Humanity's Last Exam by Center for AI Safety (CAIS) and Scale AI

2 days ago 6 votes
When to give up

Most of our cultural virtues, celebrated heroes, and catchy slogans align with the idea of "never give up". That's a good default! Most people are inclined to give up too easily, as soon as the going gets hard. But it's also worth remembering that sometimes you really should fold, admit defeat, and accept that your plan didn't work out. But how to distinguish between a bad plan and insufficient effort? It's not easy. Plenty of plans look foolish at first glance, especially to people without skin in the game. That's the essence of a disruptive startup: The idea ought to look a bit daft at first glance or it probably doesn't carry the counter-intuitive kernel needed to really pop. Yet it's also obviously true that not every daft idea holds the potential to be a disruptive startup. That's why even the best venture capital investors in the world are wrong far more than they're right. Not because they aren't smart, but because nobody is smart enough to predict (the disruption of) the future consistently. The best they can do is make long bets, and then hope enough of them pay off to fund the ones that don't. So far, so logical, so conventional. A million words have been written by a million VCs about how their shrewd eyes let them see those hidden disruptive kernels before anyone else could. Good for them. What I'm more interested in knowing more about is how and when you pivot from a promising bet to folding your hand. When do you accept that no amount of additional effort is going to get that turkey to soar? I'm asking because I don't have any great heuristics here, and I'd really like to know! Because the ability to fold your hand, and live to play your remaining chips another day, isn't just about startups. It's also about individual projects. It's about work methods. Hell, it's even about politics and societies at large. I'll give you just one small example. In 2017, Rails 5.1 shipped with new tooling for doing end-to-end system tests, using a headless browser to validate the functionality, as a user would in their own browser. Since then, we've spent an enormous amount of time and effort trying to make this approach work. Far too much time, if you ask me now. This year, we finished our decision to fold, and to give up on using these types of system tests on the scale we had previously thought made sense. In fact, just last week, we deleted 5,000 lines of code from the Basecamp code base by dropping literally all the system tests that we had carried so diligently for all these years. I really like this example, because it draws parallels to investing and entrepreneurship so well. The problem with our approach to system tests wasn't that it didn't work at all. If that had been the case, bailing on the approach would have been a no brainer long ago. The trouble was that it sorta-kinda did work! Some of the time. With great effort. But ultimately wasn't worth the squeeze. I've seen this trap snap on startups time and again. The idea finds some traction. Enough for the founders to muddle through for years and years. Stuck with an idea that sorta-kinda does work, but not well enough to be worth a decade of their life. That's a tragic trap. The only antidote I've found to this on the development side is time boxing. Programmers are just as liable as anyone to believe a flawed design can work if given just a bit more time. And then a bit more. And then just double of what we've already spent. The time box provides a hard stop. In Shape Up, it's six weeks. Do or die. Ship or don't. That works. But what's the right amount of time to give a startup or a methodology or a societal policy? There's obviously no universal answer, but I'd argue that whatever the answer, it's "less than you think, less than you want". Having the grit to stick with the effort when the going gets hard is a key trait of successful people. But having the humility to give up on good bets turned bad might be just as important.

2 days ago 4 votes