From 6be91639f68555fd01f1aea6dfb8418eb4457891 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexis=20M=C3=A9taireau?= Date: Fri, 5 Apr 2024 15:37:59 +0200 Subject: [PATCH] A bunch of updates :-) --- content/Sans titre.md | 0 content/code/2024-02-24-crdts.md | 432 -------------------- content/code/2024-03-18-crdts.md | 493 +++++++++++++++++++++++ content/extra/robots.txt | 28 +- content/images/umap/crdt-converge.png | Bin 95462 -> 33833 bytes content/pages/resume.md | 71 ++++ content/pages/worklog/argos.md | 6 +- content/pages/worklog/flash.md | 41 ++ content/pages/worklog/notmyidea.md | 6 +- content/pages/worklog/umap.md | 57 ++- content/weeknotes/21-22.md | 51 +++ content/weeknotes/23.md | 51 +++ mnmlist/static/css/main.css | 6 +- mnmlist/static/fonts/Luciole-Regular.ttf | Bin 0 -> 167572 bytes mnmlist/templates/article.html | 2 +- mnmlist/templates/index.html | 2 +- mnmlist/templates/worklog.html | 10 +- pelicanconf.py | 2 +- plugins/neighbors.py | 2 + plugins/simplereader.py | 46 ++- 20 files changed, 825 insertions(+), 481 deletions(-) create mode 100644 content/Sans titre.md delete mode 100644 content/code/2024-02-24-crdts.md create mode 100644 content/code/2024-03-18-crdts.md create mode 100644 content/pages/resume.md create mode 100644 content/pages/worklog/flash.md create mode 100644 content/weeknotes/21-22.md create mode 100644 content/weeknotes/23.md create mode 100644 mnmlist/static/fonts/Luciole-Regular.ttf diff --git a/content/Sans titre.md b/content/Sans titre.md new file mode 100644 index 0000000..e69de29 diff --git a/content/code/2024-02-24-crdts.md b/content/code/2024-02-24-crdts.md deleted file mode 100644 index e8542f5..0000000 --- a/content/code/2024-02-24-crdts.md +++ /dev/null @@ -1,432 +0,0 @@ ---- -title: A comparison of JavaScript CRDTs -status: draft -tags: crdts, umap, sync -display_toc: true ---- - -This is not done yet, TODO : - -- [x] Change the table to be more readable, especially on mobile -- [x] Update the examples with JSON Joy to have a working example -- [x] Change the layout to be easier to understand. -- [ ] Enhance graphics to be easier to understand -- [ ] Part 3: Key takeaways ---- - -[TOC] - ---- - -Collaboration is one of the most requested features on uMap since a long time. We've added a way to merge same-layers edit, but ideally we would love to make things easier to understand and more fluid for the users. - -For this reason, I got more into CRDTs, with the goal of understanding how they work, what are the different libraries out there, and which one would be a good fit for us, if any. - -So far, [the way I've though about collaboration features on uMap](https://blog.notmyidea.org/adding-collaboration-on-umap-third-update.html) is by: - -- a) catching when changes are done on the interface ; -- b) sending messages to the other party and ; -- c) applying the changes on the receiving client. - -This works well in general, but it doesn't take care of conflicts handling, especially when a disconnect can happen. -## Part 1 - What are CRDTs? - -Conflict-free Resolution Data Types (CRDTs) are as a specific datatype able to merge its state with other states without generating conflicts. They handle consistency in distributed systems, making them particularly well-suited for collaborative real-time applications. - -CRDTs ensure that multiple participants can make changes without strict coordination, and all replicas converge to the same state upon synchronization, without conflicts. - -"Append-only sets" are probably one of the most common type of CRDT: if multiple parties add the same element, it will be present only once. It's our old friend `Set`. -### Why using them? - -For uMap, CRDTs offer a solution to several challenges: - -1. **Simultaneous Editing**: When multiple users interact with the same map, their changes must not only be reflected in real-time but also merged seamlessly without overwriting each other's contributions. - -2. **Network Latency and Partition**: uMap operates over networks that can experience delays or temporary outages. CRDTs can handle these conditions gracefully, enabling offline editing and eventual consistency. - -3. **Simplified Conflict Resolution**: Traditional methods often require complex algorithms to resolve conflicts, while CRDTs inherently minimize the occurrence of conflicts altogether. - -4. **Decentralization**: While uMap currently relies on a central server, adopting CRDTs could pave the way for a more decentralized architecture, increasing resilience and scalability. - -### Comparing with traditional data synchronization methods - -Traditional data synchronization methods typically rely on a central source of truth, such as a server, to manage and resolve conflicts. When changes are made by different users, these traditional systems require a round-trip to the server for conflict resolution and thus can be slow or inadequate for real-time collaboration. - -In contrast, CRDTs leverage mathematical properties (the fact that the datatypes can converge) to ensure that every replica independently reaches the same state, without the need for a central authority, thus minimizing the amount of coordination and communication needed between nodes. - -This ability to maintain consistency sets CRDTs apart from conventional synchronization approaches and makes them particularly valuable for the development of collaborative tools like uMap, where real-time updates and reliability are important. - -### Last Write Wins Registers - -For managing key/value data, I'm leaning onto Last-Write-Wins (LWW) registers within CRDTs. With LWW, the main concern is establishing the sequence of updates. In a single-client scenario or with a central time reference, sequencing is straightforward. However, in a distributed environment, time discrepancies across peers can complicate things, as clocks may drift and lose synchronization. - -To address this, CRDTs use vector clocks — a specialized data structure that helps to solve the relative timing of events across distributed systems and pinpoint any inconsistencies. - -> A vector clock is a data structure used for determining the partial ordering of events in a distributed system and detecting causality violations. -> -> – [Wikipedia](https://en.wikipedia.org/wiki/Vector_clock) - -At first, I found CRDTs somewhat confusing, owing to their role in addressing complex challenges. CRDTs come in various forms, with much of their intricacy tied to resolving content conflicts within textual data or elaborate hierarchical structures. Fortunately for us, our use case is comparatively straightforward. - -![CRDTs converging to the same state](/images/umap/crdt-converge.png) - -Note that we could also use a library such as [rxdb](https://github.com/pubkey/rxdb) — to handle the syncing, offline, etc — because we have a master: we use the server, and we can use it to handle the merge conflicts. But by doing so, we also give more responsibility to the server, whereas when using CRDTs it's possible to do the merge only on the clients. - -### Different types of CRDTs - -While reading the literature, I found that there are two kinds of CRDTs: state-based and operation-based. So, what do we need ? - -It turns out most of the CRDTs implementation I looked at are operation-based, and propose an -API to interact with them as you're changing the state, so **it doesn't really matter**. - -> The two alternatives are theoretically equivalent, as each can emulate the -> other. However, there are practical differences. State-based CRDTs are -> often simpler to design and to implement; their only requirement from the -> communication substrate is some kind of gossip protocol. **Their drawback is that -> the entire state of every CRDT must be transmitted eventually to every other -> replica, which may be costly**. In contrast, operation-based CRDTs transmit only -> the update operations, which are typically small. -> -> [Wikipedia on CRDTs](https://en.wikipedia.org/wiki/Conflict-free_replicated_data_type) - -### How the server fits in the picture - -While discussing with the automerge team, I understood that I was expecting the server to pass along the messages to the other parties, and that would be the way the synchronisation would be done. It turns out I was mistaken: in this approach, the clients send updates to the server, which merges everything together and only then sends the updates to the other peers. - -In order to have peers working with each other, I would need to change the way the provider works, so we can have the server be "brainless" and just relay the messages. - -For automerge, it would mean the provider will "just" handle the websocket connection (disconnect and reconnect) and all the peers would be able to talk with each other. The other solution for us would be to have the merge algorithm working on the server side, which comes with upsides (no need to find when the document should be saved by the client to the server) and downsides (it takes some cpu and memory to run the CRDTs on the server) - ---- -## Part 2: making a demo with different libraries - -Now that we're familiar with CRDTs and how they can help us, let's create a map application which syncs marker positions, on different clients. - -We'll be comparing three JavaScript libraries: [Y.js](https://yjs.dev/), [Automerge](https://automerge.org/) and [JSON Joy](https://jsonjoy.com), considering: - -1. **Efficiency**: Probe the bandwidth when doing edits. What's being transmitted over the wire? -2. **API**: is it easy to use for our use case? What are the challenging parts for us? -3. **Community and Support**: How is the size and activity of the developer community / ecosystem? -4. **Size** of the JavaScript library, because we want to limit the impact on our users browsers. - -### A leaflet map - -All the demos are made agains the same application, which creates markers when the map is clicked, and move the markers on hover. - -Here's the whole code for this: - -```js -import L from "leaflet"; -import "leaflet/dist/leaflet.css"; - -// Create a map with a default tilelayer. -const map = L.map("map").setView([48.1173, -1.6778], 13); -L.tileLayer("https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png", { - maxZoom: 19, - attribution: "© OpenStreetMap contributors", -}).addTo(map); - -// Features contains a reference to the marker objects, mapped by the uuids -let features = {}; - -// An upsert function -function upsertMarker({ latlng, uuid, local = false }) { - if (!uuid) uuid = crypto.randomUUID(); - let marker; - - if (Object.keys(features).includes(uuid)) { - marker = features[uuid]; - marker.setLatLng(latlng); - } else { - marker = new L.marker(latlng, { - draggable: true, - autoPan: true, - uuid: uuid, - }); - - features[uuid] = marker; - marker.addTo(map); - marker.on("dragend", ({ target }) => { - console.log("dragend"); - }); - } - - if (!local) { - console.log() - } -} - -// Add new features to the map with a click -map.on("click", ({ latlng }) => { - upsertMarker({ latlng }); -}); -``` - -Now, let's add synchronization. -### Y.js - -Y.js is the first library I've looked at, because it's the oldest one, and the more commonly referred to. - -The API seem to offer what we look for, and provides a way to [observe changes](https://docs.yjs.dev/api/shared-types/y.map#observing-changes-y.mapevent). Here's what I did: - -```js -import * as Y from "yjs"; -import { WebsocketProvider } from "y-websocket"; - -// Instanciate a document -const doc = new Y.Doc(); -``` - -To make changes to the CRDT: - -```js -let markers = doc.getMap("markers"); -markers.set(target.options.uuid, target._latlng); -``` - -To observe the changes: - -```js -markers.observe((event, transaction) => { - if (!transaction.local) { - event.changes.keys.forEach((change, key) => { - let value = markers.get(key); - if (change.action === "add") { - upsertMarker({ latlng: value, uuid: key, local: true }); - } else if (change.action === "update") { - upsertMarker({ latlng: value, uuid: key, local: true }); - } else if (change.action === "delete") { - console.log(`Property "${key}" was deleted. ".`); - } - }); - } -}); -``` - -It comes with multiple "providers", which make it possible to sync with different protocols (there is even a way to sync over the matrix protocol 😇). More usefully for us, there is [an implemented protocol for websockets](https://github.com/yjs/y-websocket). - -Using a provider is as easy as: - -```js -// Sync clients with the y-websocket provider -const provider = new WebsocketProvider( - "ws://localhost:1234", - "leaflet-sync", - doc -); -``` - -It's also possible to send "awareness" information (some state you don't want to persist, like the position of the cursor). It contains some useful meta information, such as the number of connected peers. - -```js -map.on("mousemove", ({ latlng }) => { - awareness.setLocalStateField("user", { - cursor: latlng, - }); -}); -``` - -I made [a quick proof of concept with Y.js](https://gitlab.com/almet/leaflet-sync/-/tree/yjs) in a few hours flawlessly. It handles offline and reconnects, and exposes awareness information. -#### Python bindings - -Y.js has been rewritten in rust, with [the Y.rs project](https://github.com/y-crdt/y-crdt), which makes it possible to use with Python (see [Y.py](https://github.com/y-crdt/ypy)) if needed. The project has been implemented quite recently and is currently looking for a maintainer. -#### Library size - -Size: Y.js is 4,16 Ko, Y-Websocket is 21,14 Ko -The library is currently used in production for large projects such as AFFiNE and Evernote. -#### The data being transmitted - -In the scenario where all clients connect to a central server, which handle the CRDT locally and then transmits back to other parties, I found that adding 20 points on one client, and then 20 points in another generates ~5 ko of data (~16 bytes per edit). - -| Pros | Cons | -| -------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------- | -| the API was feeling natural to me: it handles plain old JavaScript objects, making it easy to integrate. | It doesn't seem to work well [without a JS bundler](https://github.com/yjs/yjs/issues/325) which could be a problem for us. | -| It seems to be widely used, and the community seems active. | | -| It is [well documented](https://docs.yjs.dev/) | | -| There is awareness support | | - ---- -### Automerge - -[Automerge](https://automerge.org/) is another library to handle CRDTs. Automerge is actually the low level interface, and there is a higher-level interface exposed as [Automerge-repo](https://automerge.org/docs/repositories/). Here is how to use it: - -```js -import { Repo } from "@automerge/automerge-repo"; - -const repo = new Repo(); -let handle = repo.create() // or repo.find(name) -``` - -When you change the document, you actually call `change` which makes it possible to do the changes in a kind of "transaction function". - -```js -handle.change((doc) => { - doc[uuid] = cleanLatLng(target._latlng); -}); -``` - -Note that I had to use a `cleanLatLng` function in order to not pass the whole object, otherwise it wouldn't be serialized. It's really just a simple helper taking the properties of interest for us (and letting away all the rest). - -You can observe the changes, getting you the whole list of patches: - -```js -handle.on("change", ({ doc, patches }) => { - console.log(patches, doc); - patches.forEach(({ action, path }) => { - // We have to know the specifics of the patch operations getting passed - // two items in the path means we're inserting an object - if (path.length == 2 && action === "insert") { - let value = doc[path[0]]; - upsertMarker({ latlng: value, uuid: path[0], local: true }); - } - }); -}); -``` - -#### Python bindings - -There is an [automerge.py](https://github.com/automerge/automerge-py) project, but no changes has been made to it since 3 years ago. There are plans to update it, though. - -#### Library size - -Size: 1,64 mb, total is 1,74 mb. It's relying on Web assembly by default. - -The large bundle size is something that the team is aware of, and are working on a solution for. For us, it's important to have something as lightweight as possible, considering CRDTs is only one part of what we're doing, and that mapping can be done in context where connection is not that reliable and fast. - -#### The data being transmitted - -In the same scenario, I found that adding 20 points on one client, and then 20 points in another generates 90 messages and 24,94 Ko of data transmitted (~12 Ko sent and ~12Ko received), so approximately 75 bytes per edit. - -| Pros | Cons | -| -------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------- | -| There is an API to [get informed when a conflict occured](https://automerge.org/docs/documents/conflicts/)

| Documentation was a bit hard to understand and to look at. Sometimes, it's easier to go look at the code.

| -| In general, the documentation is low level, which can be a good thing while debuging, or when getting more advanced usage. | The API is more verbose. You can see it as "less magical". | -| The team was responsive and trying to help. | There is no way (at the moment) to tell that a transaction is local or remote (but in practice it wasn't a problem) | - ---- -### JSON Joy - -[Json Joy](https://jsonjoy.com) is the latest to the party. - -It takes another stake by providing multiple libraries with a small functional perimeter. It sounds promising, even if still quite new, and would left us with the hands free in order to implement the protocol that would work for us. - -```js -import {Model} from 'json-joy/es2020/json-crdt'; -import { s } from "json-joy/es6/json-crdt-patch"; - -// Initiate a model with a custom ID - -const rootModel = Model.withLogicalClock(11111111); - -// populate it with default data -rootModel.api.root({ - markers: {}, -}); - -// Fork it on each client -let userModel = rootModel.fork(); -``` - -Making changes to the model. Here we are changing a constant for another one, by using `s.con`. - -```js -userModel.api.obj(["markers"]).set({ - [uuid]: s.con(target._latlng), -}); -``` - -Creating a patch, before sending it to the other parties: - -```js -import { encode, decode } from "json-joy/es6/json-crdt-patch/codec/verbose"; - -let patch = userModel.api.flush(); -let payload = encode(patch); -``` - -When receiving a message, decode it and apply it: - -```js -let patch = decode(payload); -model.api.apply(patch); -``` - -We can observe the changes this way. Here, we're having a look at the operation that happened and acting on it. The names of the operations aren't clearly specified by the spec. It seems a bit sketchy, so I'm not sure it's the way to handle this, but it works. - -```js -userModel.api.onPatch.listen((patch) => { - patch.ops.forEach((op) => { - if (op.name() === "ins_obj") { - let key = op.data[0][0]; - let value = userModel.view().markers[key]; - upsertMarker({ latlng: value, uuid: key, local: true }); - } - }); -}); -``` - -Metrics: - -- Size: 143 ko -- Data transmitted for 2 peers and 40 edits: (35 bytes per edit) - -| Pros | Cons | -| ---------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------ | -| Low level, so you know what you're doing | It doesn't provide a high level interface for sync

| -| Small atomic libraries, making it easy to use only the parts we need. | It's currently a one-person project, without clear community channels to gather with other interested folks. | -| The interface [proposes to store different type of data](https://jsonjoy.com/libs/json-joy-js/json-crdt/guide/node-types) (constants, values, arrays, etc) | Quite recent, so probably rough spots are to be found | -| Distributed as different type of JS bundles (modules, wasm, etc) | - ---- -## Part 3: Key takeaways - -Y.js: - -- **JavaScript objects API**: uses native JS objects, making it easier to integrate with existing applications (but can also transport metadata we don't really want) -- **WebSockets**: a "connection provider" exists for WebSockets, handling offline changes, reconnections, etc. The currently implemented provider considers the server as a central node, which also maintains a CRDT locally. -- **Awareness API**: a protocol defined to send awareness information (who is connected, and for instance the cursor position) -- Versioning and history: Supports selective versioning through snapshots. -- Community and support: Active community with regular updates. -- Library Size / Network usage: Small size with efficient default compression of the data. - -Suitability for uMap: Ready-to-use with good documentation and examples, might do more than what we need, some bundler dependencies. - -Automerge: - -- **Transactional API**: API is transactional (edits should happen in a function), making it obvious, but can also be harder to implement. -- **WebSockets**: Multiple options with providers and storage, including WebSockets. It works similarly to the y.js one, with a copy of the data living on the server. There is currently no detection of offline / retry on disconnect, or awareness API. -- **Conflict Resolution**: [A conflict detection API](https://automerge.org/docs/documents/conflicts/) exists, which make it easy to get the conflicting values, when it happens. -- **Offline Changes Handling**: Requires a more manual approach to handle offline changes. -- Versioning and History: Designed with robust version history tracking. -- **Community and Support**: Strong support with a focus on collaboration. -- **Library Size / Efficiency**: Larger library with dependency on WebAssembly. - -JSON Joy: - -- **Lower-level API**: A low-level API offers granular control, it's more hands-on, but less magic. -- **WebSockets**: Nothing is provided in this area, and it would need to be implemented by ourselves. -- **Community and Support**: there is only one maintainer as of now, and the community doesn't exist yet. -- **Browser Compatibility**: Flexible bundles for diverse browser support, which might be helpful in our case. - -## Extra notes - -### YATA and RGA - -While researching, I found that the two popular CRDTs implementation out there use different approaches for the virtual counter: - -> - **RGA** [used by Automerge] maintains a single globally incremented counter (which can be ordinary integer value), that's updated anytime we detect that remote insert has an id -> with sequence number higher that local counter. Therefore every time, we produce -> a new insert operation, we give it a highest counter value known at the time. -> - **YATA** [used by Yjs] also uses a single integer value, however unlike in case of RGA we -> don't use a single counter shared with other replicas, but rather let each -> peer keep its own, which is incremented monotonically only by that peer. Since -> increments are monotonic, we can also use them to detect missing operations eg. -> updates marked as A:1 and A:3 imply, that there must be another (potentially -> missing) update A:2. - -### Resources - -- [CRDTs: The Hard Parts](https://www.youtube.com/watch?v=x7drE24geUw), a video by Martin Kleppmann where he explains the current state of the art of CRDTs, and why some problems aren't solved yet. -- [An Interactive Intro to CRDTs](https://jakelazaroff.com/words/an-interactive-intro-to-crdts/) gets you trough different steps to understand what are CRDTs, and how to implement a LWW Register. -- [Bartosz Sypytkowski](https://www.bartoszsypytkowski.com/the-state-of-a-state-based-crdts/) introduction on CRDTs, with practical exemples is very intuitive. -- [CRDT Implementations](https://jzhao.xyz/thoughts/CRDT-Implementations) contains nice information and vocabulary useful when working with CRDTs. diff --git a/content/code/2024-03-18-crdts.md b/content/code/2024-03-18-crdts.md new file mode 100644 index 0000000..77f798d --- /dev/null +++ b/content/code/2024-03-18-crdts.md @@ -0,0 +1,493 @@ +--- +title: A comparison of JavaScript CRDTs +tags: crdts, umap, sync +display_toc: true +--- + +Collaboration is one of the most requested features on [uMap](https://umap-project.org). +I've talked [in previous articles](https://blog.notmyidea.org/tag/umap.html) how +we could add real-time features "the simple way", by: + +- a) catching when changes are done on the interface ; +- b) sending messages to the other parties and ; +- c) applying the changes on the receiving client. + +This works well in general, but it doesn't take care of conflicts handling, especially when a disconnect can happen. + +For this reason, I got more into "Conflict-free Resolution Data Types" (CRDTs), with the goal of understanding what they are, how they work, what are the different libraries out there, and which one would be a good fit for us, if any. + +As things are changing quickly in this field, note that this article was written in March 2024. + +--- + +[TOC] + +--- + +## Part 1 - What are CRDTs? + +Conflict-free Resolution Data Types are a family of data types able to merge their states with other states without generating conflicts. They handle consistency in distributed systems, making them particularly well-suited for collaborative real-time applications. + +CRDTs ensure that multiple participants can make changes without strict coordination, and all replicas converge to the same state upon synchronization, without conflicts. + +"Append-only sets" are probably one of the most common type of CRDT: you can add the same element again and again, it will only be present once in the set. It's our old friend `Set`, as we can find in many programming languages. + +### Why using CRDTs? + +For uMap, CRDTs offer a solution to several challenges: + +1. **Simultaneous Editing**: When multiple users interact with the same map, their changes must not only be reflected in real-time but also merged seamlessly without overwriting each other's contributions. We need all the replicas to converge to the same state. + +2. **Network Latency and Partition**: uMap operates over networks that can experience delays or temporary outages (think editing on the ground). CRDTs can handle these conditions gracefully, enabling offline editing and eventual consistency. + +3. **Simplified Conflict Resolution**: Traditional methods often require complex algorithms to resolve conflicts, while CRDTs inherently minimize the occurrence of conflicts altogether. + +4. **Server load**: uMap currently relies on central servers (one per instance). Adopting CRDTs could help lower the work done on the server, increasing resilience and scalability. + +### Traditional data synchronization methods + +Traditional data synchronization methods typically rely on a central source of truth (the server) to manage and resolve conflicts. When changes are made by different users, these traditional systems require a round-trip to the server for conflict resolution and thus can be slow or inadequate for real-time collaboration. + +In contrast, CRDTs leverage mathematical properties (the fact that the data types can converge) to ensure that every replica independently reaches the same state, without the need for a central authority, thus minimizing the amount of coordination and communication needed between nodes. + +This ability to maintain consistency sets CRDTs apart from conventional synchronization approaches and makes them particularly valuable for the development of collaborative tools like uMap, where real-time updates and reliability are important. + +### Solving complex cases + +At first, I found CRDTs somewhat confusing, owing to their role in addressing complex challenges. CRDTs come in various forms, with much of their intricacy tied to resolving content conflicts within textual data or elaborate hierarchical structures. + +Fortunately for us, our use case is comparatively straightforward, and we probably only need LWW registers. + +### Last Write Wins Registers + +As you might have guessed from the name, a LWW register is a specific type of CRDT which "just" replaces the value with the last write. The main concern is establishing the sequence of updates, to order them together (who is the last one?). + +In a single-client scenario or with a central time reference, sequencing is straightforward. However, in a distributed environment, time discrepancies across peers can complicate things, as clocks may drift and lose synchronization. + +To address this, CRDTs use vector clocks — a specialized data structure that helps to solve the relative timing of events across distributed systems and pinpoint any inconsistencies. + +> A vector clock is a data structure used for determining the partial ordering of events in a distributed system and detecting causality violations. +> +> – [Wikipedia](https://en.wikipedia.org/wiki/Vector_clock) + +
+ CRDTs converging to the same state +
+ +Note that we could also use a library such as [rxdb](https://github.com/pubkey/rxdb) — to handle the syncing, offline, etc. — because we have a master: we use the server, and we can use it to handle the merge conflicts. +But by doing so, we would give more responsibility to the server, whereas when using CRDTs it's possible to do the merge only on the clients (enabling no-master replications). + +### State-based vs Operation based + +While reading the literature, I found that there are two kinds of CRDTs: state-based and operation-based. It turns out most of the CRDTs implementation I looked at are operation-based, and propose an API to interact with them as you're changing the state, so **it doesn't really matter** in practice. + +> The two alternatives are theoretically equivalent, as each can emulate the +> other. However, there are practical differences. State-based CRDTs are +> often simpler to design and to implement; their only requirement from the +> communication substrate is some kind of gossip protocol. **Their drawback is that +> the entire state of every CRDT must be transmitted eventually to every other +> replica, which may be costly**. In contrast, operation-based CRDTs transmit only +> the update operations, which are typically small. +> +> [Wikipedia on CRDTs](https://en.wikipedia.org/wiki/Conflict-free_replicated_data_type) + +### How the server fits in the picture + +While discussing with the automerge team, I understood that I was expecting the server to pass along the messages to the other parties, and that would be the way the synchronization would be done. It turns out I was mistaken: in this approach, the clients send updates to the server, which merges everything together and only then sends the updates to the other peers. It makes it easy for the server to send back the needed information to the clients (for new peers, or if the peers didn't cache the data locally). + +In order to have peers working with each other, I would need to change the way the provider works, so we can have the server be "brainless" and just relay the messages. + +For automerge, it would mean the provider will "just" handle the websocket connection (disconnect and reconnect) and all the peers would be able to talk with each other. The other solution for us would be to have the merge algorithm working on the server side, which comes with upsides (no need to find when the document should be saved by the client to the server) and downsides (it takes some cpu and memory to run the CRDTs on the server) + +### How offline is handled + +I was curious about how offline editing might work, and what would happen when going back online. Changes can happen both online and offline, making no difference for the "reconciliation" step. When going back online, a "patch" is computed by the newly reconnected peer, and sent to the other peers. + +--- + +## Part 2: JavaScript CRDTs + +Now that we're familiar with CRDTs and how they can help us, let's create a map application which syncs marker positions, on different browsers. + +We'll be comparing three JavaScript libraries: [Y.js](https://yjs.dev/), [Automerge](https://automerge.org/) and [JSON Joy](https://jsonjoy.com), considering: + +1. **Their external API**: is it easy to use in our case? What are the challenging parts? +2. **Community and Support**: What is the size and activity of the developer community / ecosystem? +3. **Size of the JS library**, because we want to limit the impact on our users browsers. +4. **Efficiency**: Probe the bandwidth when doing edits. What's being transmitted over the wire? + +I setup a demo application for each of the libraries. Everything is available [in a git repository](https://gitlab.com/umap-project/leaflet-sync) if you want to try it out yourself. + +### The demo application + +All the demos are made against the same set of features. It + +- Creates a marker when the map is clicked +- Moves the markers on hover. + +This should probably be enough for us to try out. + +Here's the whole code for this, using [Leaflet - a JavaScript library for interactive maps](https://leafletjs.com/). + + +```js +import L from "leaflet"; +import "leaflet/dist/leaflet.css"; + +// Create a map with a default tilelayer. +const map = L.map("map").setView([48.1173, -1.6778], 13); +L.tileLayer("https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png", { + maxZoom: 19, + attribution: "© OpenStreetMap contributors", +}).addTo(map); + +// Features contains a reference to the marker objects, mapped by the uuids +let features = {}; + +// An upsert function, creating a marker at the passed latlng. +// If an uuid is provided, it changes the coordinates at the given address +function upsertMarker({ latlng, uuid }) { + if (!uuid) uuid = crypto.randomUUID(); + let marker; + + if (Object.keys(features).includes(uuid)) { + marker = features[uuid]; + marker.setLatLng(latlng); + } else { + marker = new L.marker(latlng, { + draggable: true, + autoPan: true, + uuid: uuid, + }); + + features[uuid] = marker; + marker.addTo(map); + marker.on("dragend", ({ target }) => { + console.log("dragend"); + }); + } +} + +// Add new features to the map with a click +map.on("click", ({ latlng }) => { + upsertMarker({ latlng }); +}); +``` + +It does the following: + +- Creates a map zoomed on Rennes, France +- Maintains a `features` object, referencing the added markers +- Provides a `upsertMarker` function, creating a marker on the map at the given latitude and longitude, and updating its latitude and longitude if it already exists. +- It listens to the `click` event on the map, calling `upsertMarker` with the appropriate arguments. + +Note that the data is not "reactive" (in the sense of React apps): there is no central state that's updated and triggers the rendering of the user interface. + +### Y.js + +Y.js is the first library I've looked at, probably because it's the oldest one, and the more commonly referred to. + +The API seem to offer what we look for, and provides a way to [observe changes](https://docs.yjs.dev/api/shared-types/y.map#observing-changes-y.mapevent). Here's how it works: + +```js +import * as Y from "yjs"; +import { WebsocketProvider } from "y-websocket"; + +// Instanciate a document +const doc = new Y.Doc(); +``` + +When we add a new marker, we update the CRDT (`markers.set`). + +```js +let markers = doc.getMap("markers"); +markers.set(target.options.uuid, target._latlng); +``` + +Another connected peer can observe the changes, like this: + +```js +markers.observe((event, transaction) => { + if (!transaction.local) { + event.changes.keys.forEach((change, key) => { + let value = markers.get(key); + switch(change.action){ + case 'add': + case 'update': + upsertMarker({ latlng: value, uuid: key, local: true }); + break; + case 'delete': + console.log(`Property "${key}" was deleted. ".`); + } + }); + } +}); +``` + +We cycle on the received changes, and then apply them on our map. In the case of an offline peer coming back online after some time, the `observe` event will be called only once. + +I'm not dealing with the case of marker deletions here, but deleted items are also taken into account. The data isn't really deleted in this case, but a "tombstone" is used, making it possible to resolve conflicts (for instance, if one people deleted a marker and some other updated it during the same time). + +Y.js comes with multiple "connection providers", which make it possible to sync with different protocols (there is even [a way to sync over the matrix protocol](https://github.com/yousefED/matrix-crdt) 😇). + +More usefully for us, there is [an implemented protocol for WebSockets](https://github.com/yjs/y-websocket). Here is how to use one of these providers: + +```js +// Sync clients with the y-websocket provider +const provider = new WebsocketProvider( + "ws://localhost:1234", + "leaflet-sync", + doc +); +``` + +This code setups a WebSocket connection with a server that will maintain a local copy of the CRDT, as explained above. + +It's also possible to send "awareness" information (some state you don't want to persist, like the position of the cursor). It contains some useful meta information, such as the number of connected peers, if they're connected, etc. + +```js +map.on("mousemove", ({ latlng }) => { + awareness.setLocalStateField("user", { + cursor: latlng, + }); +}); +``` + +I made [a quick proof of concept with Y.js](https://gitlab.com/umap-project/leaflet-sync/-/tree/yjs) in a few hours flawlessly. It handles offline and reconnects, and exposes awareness information. + +#### Python bindings + +Y.js has been ported to rust with [the Y.rs project](https://github.com/y-crdt/y-crdt), making it possible to have binding in other languages, like ruby and python (see [Y.py](https://github.com/y-crdt/ypy)). The python bindings are currently looking for a maintainer. + +#### Library size + +- Y.js is 4,16 Ko +- Y-Websocket is 21,14 Ko + +#### The data being transmitted + +In a scenario where all clients connect to a central server, which handles the CRDT locally and then transmits back to other parties, adding 20 points on one client, then 20 points in another generates ~5 Ko of data (so approximately 16 bytes per edit). + +Pros: + +- The API was feeling natural to me: it handles plain old JavaScript objects, making it easy to integrate. +- It seems to be widely used, and the community seems active. +- It is [well documented](https://docs.yjs.dev/) +- There is awareness support + +Cons: + +- It doesn't seem to work well [without a JS bundler](https://github.com/yjs/yjs/issues/325) which could be a problem for us. +- The Websocket connection provider doesn't do what I was expecting it to, as it requires the server to run a CRDT locally. + +--- +### Automerge + +[Automerge](https://automerge.org/) is another CRDT library started by the folks at [Ink & Switch](https://www.inkandswitch.com/) with Martin Kleppmann. Automerge is actually the low level interface. There is a higher-level interface named [Automerge-repo](https://automerge.org/docs/repositories/). Here is how to use it: + +```js +import { Repo } from "@automerge/automerge-repo"; + +const repo = new Repo(); +let handle = repo.create() +// or repo.find(name) +``` + +To change the document, call `handle.change` and pass it a function that will make changes to the document. + +Here, when a new marker is added: + +```js +handle.change((doc) => { + doc[uuid] = cleanLatLng(target._latlng); +}); +``` + +I had to use a `cleanLatLng` function in order to not pass the whole object, otherwise it wouldn't serialize. It's really just a simple helper taking the properties of interest for us (and letting away all the rest). + +Another peer can observe the changes, like this: + +```js +handle.on("change", ({ doc, patches }) => { + patches.forEach(({ action, path }) => { + if (path.length == 2 && action === "insert") { + let value = doc[path[0]]; + upsertMarker({ latlng: value, uuid: path[0], local: true }); + } + }); +}); +``` + +The "patch" interface is a bit less verbose than the one from Y.js. It wasn't well documented, so I had to play around with the messages to understand exactly what the possible actions were. In the end, it gets me what I'm looking for, the changes that occurred to my data. + +Here I'm using `path.length == 2 && action === 'insert'` to detect that a change occurred to the marker. Since we don't make a difference between the creation of a marker and its update (when being moved), it works well for us. + +#### Python bindings + +There are [python bindings](https://github.com/automerge/automerge-py) for automerge "core". (It doesn't — yet — provide ways to interact with "repos"). + +#### Library size + +- Size of the automerge + automerge repo: 1,64 mb +- Size of the WebSocket provider: 0,10 mb + +This is quite a large bundle size, and the team behind automerge is aware of it and working on a solution. + +#### The data being transmitted + +In the same scenario, adding 20 points on one client, then 20 points in another generates 90 messages and 24,94 Ko of data transmitted (~12 Ko sent and ~12Ko received), so approximately 75 bytes per edit. + +Pros: + +- There is an API to [get informed when a conflict occurred](https://automerge.org/docs/documents/conflicts/) +- Python bindings are currently being worked on, soon to reach a stable version +- The team was overall very responsive and trying to help. + +Cons: + +- The JavaScript is currently generated via Web Assembly, which could make it harder to debug. +- The large bundle size of the generated files. + +--- + +### JSON Joy + +[JSON Joy](https://jsonjoy.com) is the latest to the party. + +It takes another stake by providing multiple libraries with a small functional perimeter. It sounds promising, even if still quite new, and would leave us with the hands free in order to implement the protocol that would work for us. + +Here is how to use it. On the different peers you start with different forks of the same document: + +```js +import {Model} from 'json-joy/es2020/json-crdt'; +import { s } from "json-joy/es6/json-crdt-patch"; + +// Initiate a model with a custom ID + +const rootModel = Model.withLogicalClock(11111111); + +// populate it with default data +rootModel.api.root({ + markers: {}, +}); + +// Fork it on each client +let userModel = rootModel.fork(); +``` + +When adding a new marker, we can define a new constant, by using `s.con`… + +```js +userModel.api.obj(["markers"]).set({ + [uuid]: s.con(target._latlng), +}); +``` + +… and then create a patch and send it to the other peers: + +```js +import { encode, decode } from "json-joy/es6/json-crdt-patch/codec/verbose"; + +let patch = userModel.api.flush(); +let payload = encode(patch); +``` + +On the other peers, when we receive a patch message, decode it and apply it: + +```js +let patch = decode(payload); +model.api.apply(patch); +``` + +We can observe the changes this way: + +```js +userModel.api.onPatch.listen((patch) => { + patch.ops.forEach((op) => { + if (op.name() === "ins_obj") { + let key = op.data[0][0]; + let value = userModel.view().markers[key]; + upsertMarker({ latlng: value, uuid: key, local: true }); + } + }); +}); +``` + +Similarly to what we did with automerge, we're having a look into the patch, and filter on the operations of interest for us (`ins_obj`). The names of the operations aren't clearly specified by the spec. + +Metrics: + +- Size: 143 ko +- Data transmitted for 2 peers and 40 edits: (35 bytes per edit) + +Pros: + +- Small atomic libraries, making it easy to use only the parts we need. +- The interface [proposes to store different type of data](https://jsonjoy.com/libs/json-joy-js/json-crdt/guide/node-types) (constants, values, arrays, etc.) +- Distributed as different type of JS bundles (modules, wasm, etc.) +- Low level, so you know what you're doing + +Cons: + +- It doesn't provide a high level interface for sync +- It's currently a one-person project, without clear community channels to gather with other interested folks. +- Quite recent, so probably rough spots are to be found + +--- + +## Part 3: Comparison table + +I found Y.js and Automerge quite similar for my use case, while JSON Joy was taking a different (less "all-included") approach. Here is a summary table to help read the differences I found. + +| | Y.js | Automerge | JSON Joy | +| ---------------------- | ------------------------------------ | -------------------------------------------------- | ------------------------------------------------------- | +| Python bindings | [Yes](https://github.com/y-crdt/ypy) | [Yes](https://github.com/automerge/automerge-py) | No | +| Syncing | Native JS structures | Transactional functions | Specific types (bonus points for handling constants) | +| Coded in | JavaScript / Rust | TypeScript / Rust | Typescript | +| Awareness protocol | Yes, with presence | Yes, without presence | No | +| Conflict-detection API | No | Yes | No | +| Library size | **24.3Ko** §
| **1,74 mb** § | **143 ko** | + +§ size of the connectors included + +### Working with patches + +In order to observe the changes, we need to inspect the given patches and work on what we find. I found the different libraries expose different sets of APIs. All of these APIs were quite a bit hard to find, and it's not clear if they are public or private. + +One thing to keep in mind is that these "patch" events happen only once per patch received. You can see it as a "diff" of the state between the current and the incoming states. + +- Y.js exposes a utility which is able to tell you what the action on the key is ("delete", "update" and "add") +- Automerge and JSON Joy, on the other hand, don't provide such utility functions, meaning you would need to find that out yourself. + +### Conclusion + +The goal here is not to tell which one of these libraries is the best one. They're all great and have their strenghs. None of them implement the high-level API I was expecting, where the clients talk with each other and the server just relays messages, but maybe it's because it's better in general to have the server have the representation of the data, saving a roundtrip for the clients. + +I wasn't expecting to have a look at patches to understand what changed at the low level. The way it's currently implemented is very suitable for "reactive" applications, but require more involvement to sync between the CRDTs state and the application state. + +In the end, adding CRDTs is made very simple, probably due to the fact all we really need is a sort of distributed key/value store. + +I'm not sure yet which library we will end up using for uMap (if any), but my understanding is clearer than it was when I started. I guess that's what progress looks like 😎 + +## Extra notes + +### YATA and RGA + +While researching, I found that the two popular CRDTs implementation out there use different approaches for the virtual counter: + +> - **RGA** [used by Automerge] maintains a single globally incremented counter (which can be ordinary integer value), that's updated anytime we detect that remote insert has an id +> with sequence number higher that local counter. Therefore, every time we produce +> a new insert operation, we give it a highest counter value known at the time. +> - **YATA** [used by Yjs] also uses a single integer value, however unlike in case of RGA we +> don't use a single counter shared with other replicas, but rather let each +> peer keep its own, which is incremented monotonically only by that peer. Since +> increments are monotonic, we can also use them to detect missing operations eg. +> updates marked as A:1 and A:3 imply, that there must be another (potentially +> missing) update A:2. + +### Resources + +- [CRDTs: The Hard Parts](https://www.youtube.com/watch?v=x7drE24geUw), a video by Martin Kleppmann where he explains the current state of the art of CRDTs, and why some problems aren't solved yet. +- [An Interactive Intro to CRDTs](https://jakelazaroff.com/words/an-interactive-intro-to-crdts/) gets you trough different steps to understand what are CRDTs, and how to implement a LWW Register. +- [Bartosz Sypytkowski](https://www.bartoszsypytkowski.com/the-state-of-a-state-based-crdts/) introduction on CRDTs, with practical examples is very intuitive. +- [CRDT Implementations](https://jzhao.xyz/thoughts/CRDT-Implementations) are notes by Jacky which were useful to me when understanding CRDTs. diff --git a/content/extra/robots.txt b/content/extra/robots.txt index f3e996e..b1a115a 100644 --- a/content/extra/robots.txt +++ b/content/extra/robots.txt @@ -1,20 +1,20 @@ -User-agent: ChatGPT-User -Disallow: / +user-agent: ChatGPT-User +disallow: / -User-agent: GPTBot -Disallow: / +user-agent: GPTBot +disallow: / -User-agent: Twitterbot -Disallow: / +user-agent: Twitterbot +disallow: / -User-agent: CCBot -Disallow: / +user-agent: CCBot +disallow: / -User-agent: Google-Extended -Disallow: / +user-agent: Google-Extended +disallow: / -User-agent: Omgilibot -Disallow: / +user-agent: Omgilibot +disallow: / -User-agent: FacebookBot -Disallow: / +user-agent: FacebookBot +disallow: / diff --git a/content/images/umap/crdt-converge.png b/content/images/umap/crdt-converge.png index 5bbfc5cac419abe5afd2d7ba941c2dfb6e3a7abe..395a6421f8415fdb02dce2630240b896781a9e3c 100644 GIT binary patch literal 33833 zcmcG$WmJ@18#W9`jC6x^2nfaV_U&xv7@wJDDqKJk3 zHS8*6+4A;UahG^;35bmIDP$nc(t*q<0K;oTO)@$l4g)&~YQIaXi zR?FVMCHdjL+l$WpTYbwKsm=E-hm*4p`WCB2yjWOv0Et8oTf|S{M~}sv9tOf$V-p0) zL?dO(AY4RJqEklHSE(W)S`vw4zuX^vg*6v(0;gepzcejO<2abWtT&a$=skO|?~n}s zQF!mHt~jMh-y;zo%$4gtS4WHz;ExMlUcB-isneAXxQ1=8@q_b4F;C)>EVKf8T*F*T z#^T*O7zW@O1Oppx1p^N}!2(|*;0puu>{A#F67Uxr_)6r${TmDCn)~eEXIOD)LQz$5 z85!WOs;QH?xt%lE-sO43jxSKutd*LUi`F}NK2v*JW@9sZ6LV${TL)+s7y%DH;L+CH z#hAjw*2d16&qI*vpA>w+Gc=fmisGLnF4lrnTJMx7#OqL53B#Z$o+80*zr| zV`gRfQ#O!Q02<1tWaVLQqb*@&3v>_g4j~S94uOBt|6eixd*fd@wf>iroBhq-Isc0J z|K?P8Hg^)Yw*_A5BJ{tJ`ETaGBmbLGfCbv}zk1?7-TY4|(9c510xW;VObA&rMe+#- zMg&GiLR8HI_8$aaQh6 zmY)3QC&ho_$Y7tlz6bpkR16FMa(YIDW*_gbycBr~w*M6J-&|Y)0U=F9#S*PSe~PC7 zvX!6#@A+>Mv0OyVcqPqeNyVD~)&Lq4!uS1uNkl-?FmTxW?{l#)k^ibfyiyVOzoh_g z4I~l~5z|Lg%Qp~(w&TAsOwOXLUKhK1$}WbWX%aa7X1900vI-Tl_WR<VVw>x~tC6Uyh1%5CeF)S0(|9Jqm%%4zlKb#flNAh09# zHP_iLS~PuOrBreT$!GFTP)^fGZuToWaEu8!tIX4rQ!1T;YQf4aSX?Z5qm6uXC8|Y{ zNMZ=Ma9^lSu2=o}Lz+GVL9sHHCHEmBl2idoDV*PJ`D?6azN$~oGYC^EIf9}|`71uN z@EAj8WDU;wbk%Sua~g&!^w zi22=Y`t%IE54o-<6Iv+56OUF~O0b`^!1QqkeLKRD9ESrPsHH z{tw^1*8-7LuCsm4WUdct#%806U?|7cu#EI>4(nIh+x%$G6}j8SAneG)#DM|?vcIwn z6Fz*P;Bihi`Z0tc9XmA#)kA&T*FaFSX`CSU;Ui#S8Z($Nt8~ooxQYY~~OVamo&{ z#3AP9VZrMqXS?0;yhpZ^-fZuqJ@hxfFy~rsQ1#!@oMMCyryLU_*B5@O3~7S1_WCvO z5k1dlx>(sR%XQX~*tYiL-T9dC@>*x`awih`0U|2lTHUhSqE{o;Ti1i16SfWOVV6fq z*e6>lhD{IGtEt#C>)@G3E- zf*)i2)&Um_3o2i#U-kQa)OL52Xk*! 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zX%;O_Wl%Lj0`{-DJ>dX$CeZ6$)bF{0ds5map!G_?L${u<0aZH0r9yHf!0xe5VzB!_$ML9o+ZvX%kVb1Rqw-^ES@&yI36-+==t99YJSfw$T zDdE+S%P9JvLg;&!bZ4Y^G*f~ignDm55(t!xm*x`;GXC6Oe`oDZ&k=fhEchx6+}R*x zn`nb8P!y?=Be{`7m*^?qSlvb(Xy8$cQUTe$xq(u(he%{vjY*Pwg9UvF5-=DsF&<&z zn_q(2VIZ=_cnnI(K7$kgcSef>IAjE)Th{>E>SC+<&*DE(&fVp zVe7*b)3hHkBE6&rIB_e+(YHAMmq-7*;D2s2*!usT@V_MNzasrFmHL0`@b Le management moderne cherche à responsabiliser le·la salarié·e par rapport au maintien de son propre emploi et de son propre salaire, ce qui n’a rien d’original et s’étend à l’ensemble du monde du travail. En droit du travail, il relève pourtant de la responsabilité de l’employeur de fournir un travail et de le rémunérer. La responsabilité du salarié est alors d’exécuter le travail prévu dans le contrat de travail en se subordonnant aux directives, au contrôle et aux possibles sanctions de son employeur. **Le discours selon lequel le salarié devrait être compétitif, flexible, dévoué pour maintenir son entreprise et son emploi révèle encore un abus de l’employeur qui se décharge sur ses salarié·es de sa propre responsabilité**. Là encore, un rappel des fonctions et des responsabilités peut permettre de distinguer ce qui relève de la pression extérieure et d’une méthode de management. +> [Le syndrome du patron de gauche (Arthur Brault-Moreau) — Zéro Janvier](https://blog.zerojanvier.fr/le-syndrome-du-patron-de-gauche-arthur-brault-moreau?pk_campaign=rss-feed) + + + + + diff --git a/mnmlist/static/css/main.css b/mnmlist/static/css/main.css index 328e8e8..1bd1a10 100644 --- a/mnmlist/static/css/main.css +++ b/mnmlist/static/css/main.css @@ -515,14 +515,10 @@ dd { padding-bottom: 0.5em; } -.page-title { - flex: 0; -} - .item>time { flex: 1; text-align: right; - color: #acabab; + color: #797878; padding-left: 1em; } diff --git a/mnmlist/static/fonts/Luciole-Regular.ttf b/mnmlist/static/fonts/Luciole-Regular.ttf new file mode 100644 index 0000000000000000000000000000000000000000..2055e8aebbd79286938c3cdfe771a9b580d1d9ab GIT binary patch literal 167572 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- {% endif %} {% if article.headline and article.category != "weeknotes" %}

{{ article.headline }} diff --git a/mnmlist/templates/index.html b/mnmlist/templates/index.html index 8916924..0c2490a 100644 --- a/mnmlist/templates/index.html +++ b/mnmlist/templates/index.html @@ -23,7 +23,7 @@ {% for article in articles[0:20] %}

  • {% set category_description = CATEGORIES_DESCRIPTION.get(article.category)[0] %} - {{ category_description }}: {{ article.title.replace(category_description, "") }} + {{ category_description }}: {{ article.title.replace(category_description, "") }}
    • {% endfor %} diff --git a/mnmlist/templates/worklog.html b/mnmlist/templates/worklog.html index 27e1737..4e1c04e 100644 --- a/mnmlist/templates/worklog.html +++ b/mnmlist/templates/worklog.html @@ -31,16 +31,16 @@ Mois - Heures - Jours + Jours rémunérés + Jours bénévoles - {% for month, amount in page.metadata.worklog.payed_monthly.items() %} + {% for month, hours in page.metadata.worklog.monthly_hours.items() %} {{ month }} - {{ amount }} - {{ (amount / 7.0) | round(1) }} + {{ (hours['payed'] / 7.0) | round(1) }} + {{ (hours['volunteered'] / 7.0) | round(1) }} {% endfor %} diff --git a/pelicanconf.py b/pelicanconf.py index 9e7f035..f064769 100644 --- a/pelicanconf.py +++ b/pelicanconf.py @@ -1,8 +1,8 @@ # -*- coding: utf-8 -*- PATH = "content" -AUTHOR = "Alexis" SITENAME = "Alexis Métaireau" +AUTHOR = "" THEME = "mnmlist" STATIC_PATHS = ["images", "audio", "extra", "docs"] STYLESHEET_URL = "/theme/css/main.css" diff --git a/plugins/neighbors.py b/plugins/neighbors.py index 7f89d4a..c5d41c7 100644 --- a/plugins/neighbors.py +++ b/plugins/neighbors.py @@ -65,5 +65,7 @@ def neighbors(generator): set_neighbors(articles, next_name, prev_name) + + def register(): signals.article_generator_finalized.connect(neighbors) diff --git a/plugins/simplereader.py b/plugins/simplereader.py index aa2f706..43b717b 100644 --- a/plugins/simplereader.py +++ b/plugins/simplereader.py @@ -6,6 +6,7 @@ from datetime import datetime from pathlib import Path from markdown.preprocessors import Preprocessor + from pelican import signals from pelican.readers import Markdown, MarkdownReader, pelican_open from pelican.utils import get_date, slugify @@ -19,26 +20,26 @@ except Exception: class WorklogPreprocessor(Preprocessor): pattern = re.compile( r""" - (?:(\w+)\s+)? # Day name - (\d{1,2})\s+ # Day number - ([\wéû]+)\s+ # Month name - (\d{4})\s+ # Year + (?:(\w+)\s+)? # Day name + (\d{1,2})\s+ # Day number + ([\wéû]+)\s+ # Month name + (\d{4})\s+ # Year \( - (\d{1,2})h # Hours (mandatory) - (?:\s+facturées)? # Optionally 'facturées', if not present, assume hours are 'facturées' + (\d{1,2})h # Hours (mandatory) + (?:\s+facturées)? # Optionally 'facturées', if not present, assume hours are 'facturées' (?:,\s*(\d{1,2})h\s*bénévoles)? # Optionally 'volunteer hours 'bénévoles' - ,? # An optional comma - \s* # Optional whitespace - (?:fun\s+)? # Optionally 'fun' (text) followed by whitespace - (\d)/5 # Happiness rating (mandatory, always present) - \) # Closing parenthesis + ,? # An optional comma + \s* # Optional whitespace + (?:fun\s+)? # Optionally 'fun' (text) followed by whitespace + (\d)/5 # Happiness rating (mandatory, always present) + \) # Closing parenthesis """, re.VERBOSE | re.UNICODE, ) def __init__(self, *args, **kwargs): self.data = {} - self.payed_monthly = defaultdict(int) + self.monthly_hours = defaultdict(lambda: defaultdict(int)) super().__init__(*args, **kwargs) def run(self, lines): @@ -58,7 +59,8 @@ class WorklogPreprocessor(Preprocessor): happiness, ) = match.groups() - volunteer_hours = int(volunteer_hours) if volunteer_hours else 0 + volunteer_hours = int( + volunteer_hours) if volunteer_hours else 0 payed_hours = int(payed_hours) happiness = int(happiness) date = datetime.strptime(f"{day} {month} {year}", "%d %B %Y") @@ -67,7 +69,9 @@ class WorklogPreprocessor(Preprocessor): "volunteer_hours": volunteer_hours, "happiness": happiness, } - self.payed_monthly[date.strftime("%Y/%m")] += payed_hours + current_date = date.strftime("%Y/%m") + self.monthly_hours[current_date]['payed'] += payed_hours + self.monthly_hours[current_date]['volunteered'] += volunteer_hours displayed_date = date.strftime("%A %d %B %Y") # Replace the line with just the date @@ -82,13 +86,14 @@ class WorklogPreprocessor(Preprocessor): This is run once, after everything has been parsed """ payed_hours = sum([item["payed_hours"] for item in self.data.values()]) - volunteer_hours = sum([item["volunteer_hours"] for item in self.data.values()]) + volunteer_hours = sum([item["volunteer_hours"] + for item in self.data.values()]) data = dict( data=self.data, payed_hours=payed_hours, volunteer_hours=volunteer_hours, - payed_monthly=self.payed_monthly, + monthly_hours=self.monthly_hours, template="worklog", ) if "total_days" in metadata: @@ -110,8 +115,10 @@ class SimpleReader(MarkdownReader): def __init__(self, *args, **kwargs): super(SimpleReader, self).__init__(*args, **kwargs) - self.settings["MARKDOWN"]["extensions"].append("markdown.extensions.toc") - self.settings["MARKDOWN"]["extension_configs"].update({'markdown.extensions.toc': {'toc_depth': 3}}) + self.settings["MARKDOWN"]["extensions"].append( + "markdown.extensions.toc") + self.settings["MARKDOWN"]["extension_configs"].update( + {'markdown.extensions.toc': {'toc_depth': 3}}) def read(self, source_path): self._source_path = source_path @@ -154,7 +161,8 @@ class SimpleReader(MarkdownReader): if "slug" not in metadata: metadata["slug"] = slugify( - metadata["title"], self.settings.get("SLUG_REGEX_SUBSTITUTIONS", []) + metadata["title"], self.settings.get( + "SLUG_REGEX_SUBSTITUTIONS", []) ) category = os.path.basename(