From 9f5799ffcd43eae04e97ebf6277ad5e0b2d8477b Mon Sep 17 00:00:00 2001 From: Phil Sturgeon <67381+philsturgeon@users.noreply.github.com> Date: Thu, 23 Nov 2023 17:01:15 +0000 Subject: [PATCH 1/4] idempotency key draft --- src/posts/idempotency-keys.md | 183 ++++++++++++++++++++++++++++++++++ 1 file changed, 183 insertions(+) create mode 100644 src/posts/idempotency-keys.md diff --git a/src/posts/idempotency-keys.md b/src/posts/idempotency-keys.md new file mode 100644 index 00000000..2ca9e8be --- /dev/null +++ b/src/posts/idempotency-keys.md @@ -0,0 +1,183 @@ +--- +title: 'Working with Idempotecy Keys' +date: '2023-11-23T19:08' +# cover_image: './header-images/notepad.jpg' +draft: true +--- + +Idempotency is the idea that doing something multiple times should have no different affects as doing it once. This is exceptionally helpful on a slow or unreliable internet connection, or when dealing with particularly sensitive actions such as making payments. This is why most payment gateway APIs like [Stripe](https://stripe.com/docs/api/idempotent_requests) and [Adyen](https://docs.adyen.com/development-resources/api-idempotency/) support offer "idempotency keys". + +## Idempotency in HTTP + +Different HTTP methods have idempotency baked in. GET, HEAD, PUT, DELETE, OPTIONS, and TRACE can all be executed multiple times without any unintended side effects occurring, but for POST and PATCH do not provide that same level of confidence out of the box because it might not actually not wanted. It depends on what is being done. + +Sending a series of POST requests might be a client quite genuinely trying to create multiple similar or identical things, and the business logic could legitimately want all of those multiple things created. Where it gets tricky is if a connection fails, or a client-side HTTP timeout kicks in. They might then retry the request, and then you're into unexpected territory where the server might have created the thing even if the client thinks the request failed... + +Idempotency Key's are how you give them a choice, letting them have certainty the if they try again then they don't need to worry about the thing being done twice. + +Here's an example of that in the Stripe API using curl and setting an `Idempotency-Key`. + +``` +curl https://api.stripe.com/v1/charges \ + -u sk_test_4eC39HqLyjWDarjtT1zdp7dc: \ + -H "Idempotency-Key: uWeBuDsZPxxvdhND" \ + -d amount=2000 \ + -d currency=usd \ + -d source=tok_mastercard \ + --data-urlencode description="Creating a charge" +``` + +Anyone can implement this in their API to make lives easier for API clients, so let's have a look at how that works. + +## Sample Code + +To practice working with Idempotency Keys we can look at how it works for both the server and client, starting with a basic HTTP API written with using ExpressJS. + +```js +const express = require("express"); +const app = express(); +const port = process.env.PORT || 3001; + +app.post("/things", (req, res) => + res.json({ + message: `Created a new thing: ${Math.random() * 100}`, + }) +); + +app.listen(port, () => console.log(`Listening on port ${port}`) +``` + +Every time a client calls `POST /things` it's going to create a brand new thing, and we can pretend this is being saved in the database then returned like a real API might do. + +For now it's just creating a random number, so we can see what is happening. + +Sending three requests here means we get three different responses as you would expect. + +``` +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 88.81742408158198"} + +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 53.13198035021438"} + +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 99.87427689891224"} +``` + +Now to add some logic to our API, and thankfully ExpressJS, like most good web application frameworks, has Middleware. + +Middleware lets us wrap our logic, inspecting requests and changing responses, adding all sorts of handy functionality like caching, rate limiting, and authentication, without having to clog up our routes with all that logic. + +Instead of needing to write out of middleware, we can use [express-idempotency](https://www.npmjs.com/package/express-idempotency). + +Let's update our API to use this. + +```js +// Load up the middleware +const idempotency = require("express-idempotency"); + +// Register idempotency middleware +app.use(idempotency.idempotency()); + +// Updated route +app.post("/things", (req, res) => { + // Check if there was a hit! + const idempotencyService = idempotency.getSharedIdempotencyService(); + if (idempotencyService.isHit(req)) { + return; + } + + res.json({ + message: `New random number: ${Math.random() * 100}`, + }); +}); +``` + +This code registers a middleware on all POST endpoints, then inside the route we're checking to see if the key is a hit, and returning early to avoid rerunning the logic if this is a repeat request. + +Let's give it a whirl: + +``` +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 43.41405619983338"} + +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 42.39378310046617"} + +$ curl -XPOST http://localhost:3001/things +{"message":"New random number: 22.522332987290937"} +``` + +Looks like the API is still doing different things every time, because we forgot to set an Idempotency Key. The API is doing the right thing and treating every requests as as intended to be a new transaction, which is pretty handy if you're adding Idempotency Keys to an existing API and do not want to break things for existing clients. + +To get this working we need to pass an `Idempotency-Key` field, and set that to _anything_ to let the API know it should reuse the response. + +``` +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +{"message":"New random number: 53.12434895091507"} + +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +{"message":"New random number: 53.12434895091507"} + +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +{"message":"New random number: 53.12434895091507"} +``` + +Success! The API is noticing that we intended for this transaction to be the same thing, so it's skipping all the business logic and just sending the same thing over. + +A real client application would set an idempotency key with a truly unique value, and it would do this based on the users actions. When a user loads up a form in the interface, a new key should be set, and this is how you avoid a genuine "user tried to do a thing twice" getting confused with a retry. + +If the client also happens to be written in JavaScript, it might look a bit like this: + +```js +const { v5: uuidv5 } = require('uuid'); + +// Where a form loads up +const idempotencyKey = uuidv5(); + +// Elsewhere in the application +fetch("https://example.org/api/things", { + method: "POST", + headers: { + "Content-Type": "application/json", + "Idempotency-Key": idempotencyKey, + }, + body: JSON.stringify(req.body), +}) + .then((response) => response.json()) +``` + +## Data Adapter + +The idempotency keys here are stored and checked in memory, which is fine for the demo but not so good in production as you might have multiple servers behind a load balancer with different memory. + +In production you would be better off using a data store like Redis. Check if the idempotency implementation you are using with has a pre-built data adapter before you go building it yourself. In this instance, the [express-idempotency-redis-adapter](https://www.npmjs.com/package/express-idempotency-redis-adapter) is going to fix this for us. + +```js +const idempotency = require("express-idempotency"); +const RedisAdapter = require("express-idempotency-redis-adapter").default; + +// New Redis Adapter that will be used by the idempotency middleware +const adapter = new RedisAdapter({ + connectionConfig: { url: "redis://localhost:6379" }, +}); + +adapter.connect().catch((error) => { + throw error; +}); + +// Add the idempotency middleware by specifying the use of the redis adapter +app.use( + idempotency.idempotency({ + dataAdapter: adapter, + }) +); +``` + +## Security Considerations + +Keys will be reused so if two random people send "foo" it might reuse it. Idempotency keys should expire so cannot be reused for long, but it's something to think about. + +Firstly, if everyone is using UUIDv4 for Idempotency-Key's then it should be fairly hard to match somebody elses' key unless you're sniffing traffic, but it's something to think about. + +You can get your auth middleware doing the job, or run security checks in the route before you check for idempotency keys, but however you go about it just make sure you can't steal responses by guessing a key. From aeaec7b684910967610c4ffa791fe896e6a2c084 Mon Sep 17 00:00:00 2001 From: Phil Sturgeon <67381+philsturgeon@users.noreply.github.com> Date: Thu, 23 Nov 2023 17:02:49 +0000 Subject: [PATCH 2/4] added link to source code --- src/posts/idempotency-keys.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/posts/idempotency-keys.md b/src/posts/idempotency-keys.md index 2ca9e8be..4300b25a 100644 --- a/src/posts/idempotency-keys.md +++ b/src/posts/idempotency-keys.md @@ -181,3 +181,7 @@ Keys will be reused so if two random people send "foo" it might reuse it. Idempo Firstly, if everyone is using UUIDv4 for Idempotency-Key's then it should be fairly hard to match somebody elses' key unless you're sniffing traffic, but it's something to think about. You can get your auth middleware doing the job, or run security checks in the route before you check for idempotency keys, but however you go about it just make sure you can't steal responses by guessing a key. + +## Source Code + +If you'd like to play with the example code, the source code is available [over here](https://github.com/philsturgeon/express-idempotency-key-demo). From 89be6880c6a2018486d58e91c75ca8f4f34bd4e4 Mon Sep 17 00:00:00 2001 From: Phil Sturgeon <67381+philsturgeon@users.noreply.github.com> Date: Wed, 29 Nov 2023 21:36:36 +0000 Subject: [PATCH 3/4] implemented first batch of feedback --- src/posts/idempotency-keys.md | 72 ++++++++++++++++++++++++++--------- 1 file changed, 55 insertions(+), 17 deletions(-) diff --git a/src/posts/idempotency-keys.md b/src/posts/idempotency-keys.md index 4300b25a..8fcfbc23 100644 --- a/src/posts/idempotency-keys.md +++ b/src/posts/idempotency-keys.md @@ -1,37 +1,65 @@ --- -title: 'Working with Idempotecy Keys' +title: 'Working with Idempotency Keys' date: '2023-11-23T19:08' # cover_image: './header-images/notepad.jpg' draft: true --- -Idempotency is the idea that doing something multiple times should have no different affects as doing it once. This is exceptionally helpful on a slow or unreliable internet connection, or when dealing with particularly sensitive actions such as making payments. This is why most payment gateway APIs like [Stripe](https://stripe.com/docs/api/idempotent_requests) and [Adyen](https://docs.adyen.com/development-resources/api-idempotency/) support offer "idempotency keys". +Idempotency is the idea that doing something multiple times should have no different affects as doing it once. When working with APIs this is exceptionally helpful on a slow or unreliable internet connection, or when dealing with particularly sensitive actions such as payments. This is why most payment gateway APIs like [Stripe](https://stripe.com/docs/api/idempotent_requests) and [Adyen](https://docs.adyen.com/development-resources/api-idempotency/) support offer "idempotency keys". ## Idempotency in HTTP -Different HTTP methods have idempotency baked in. GET, HEAD, PUT, DELETE, OPTIONS, and TRACE can all be executed multiple times without any unintended side effects occurring, but for POST and PATCH do not provide that same level of confidence out of the box because it might not actually not wanted. It depends on what is being done. +Different HTTP methods have idempotency baked in. GET, HEAD, PUT, DELETE, OPTIONS, and TRACE can all be executed multiple times without any unintended side effects occurring, because `DELETE /users/123` clearly wants to delete that user. If it accidentally happens twice then thats fine, user 123 has been deleted. -Sending a series of POST requests might be a client quite genuinely trying to create multiple similar or identical things, and the business logic could legitimately want all of those multiple things created. Where it gets tricky is if a connection fails, or a client-side HTTP timeout kicks in. They might then retry the request, and then you're into unexpected territory where the server might have created the thing even if the client thinks the request failed... +It's a lot more complicated for POST and PATCH do not provide that same level of confidence out of the box, instead both the client and server need to add that intent in by using "Idempotency Keys". -Idempotency Key's are how you give them a choice, letting them have certainty the if they try again then they don't need to worry about the thing being done twice. +Whether or not a similar request showing up twice is what the client wants or not is almost impossible to guess. I might build a payment sending client app which has a timeout set to 2 seconds like this: + +``` +await axios({ + method: 'post', + url: '/payments', + timeout: 2000, +}); +``` + +The HTTP client is going to show the request failed, and ask me if I'd like to try again, or maybe it will automatically retry. + +What the client doesn't know is that the the server had successfully completed the payment. It was running a little slow sure, but it got the payment sent and just hadn't quite finished spitting out the JSON yet. The server has no idea the client gave up and told the end-user the didn't work. The server thinks the payment is done, but the client does not. + +The server could try to write some logic to detect duplicate payments, but is that something you want to automatically block? + +``` +POST /payments + +{ + "amount": 5.00, + "to": "julian1342", + "reason": "cider" +} +``` + +If this request is sent twice it could just as easily be a retry as it is me owing Julian for a second cider. + +Idempotency Key's are how you give everyone some clarity. They let the client specify if it is reattempting a failed request, or doing a whole new thing. Here's an example of that in the Stripe API using curl and setting an `Idempotency-Key`. ``` curl https://api.stripe.com/v1/charges \ - -u sk_test_4eC39HqLyjWDarjtT1zdp7dc: \ - -H "Idempotency-Key: uWeBuDsZPxxvdhND" \ - -d amount=2000 \ - -d currency=usd \ - -d source=tok_mastercard \ + --user sk_test_4eC39HqLyjWDarjtT1zdp7dc: \ + --header "Idempotency-Key: uWeBuDsZPxxvdhND" \ + --data amount=2000 \ + --data currency=usd \ + --data source=tok_mastercard \ --data-urlencode description="Creating a charge" ``` -Anyone can implement this in their API to make lives easier for API clients, so let's have a look at how that works. +Anyone can implement this logic to make life easier for everyone involved, the API developers, the API clients, and the end users. -## Sample Code +## How does it work? -To practice working with Idempotency Keys we can look at how it works for both the server and client, starting with a basic HTTP API written with using ExpressJS. +To practice working with idempotency keys we can look at how it works for both the server and client, starting with a basic HTTP API written with using ExpressJS. ```js const express = require("express"); @@ -147,6 +175,10 @@ fetch("https://example.org/api/things", { .then((response) => response.json()) ``` +## PATCH + +All the examples here have used POST, but it can help with PATCH too. This is especially useful if you're using [JSON Patch](https://jsonpatch.com/) or something similar, with atomic actions like `incrementBy: 1` which you want to make sure only increments one time. Learn more about making PATCH idempotent [in this article](https://apisyouwonthate.com/blog/idemptoency-keys/). + ## Data Adapter The idempotency keys here are stored and checked in memory, which is fine for the demo but not so good in production as you might have multiple servers behind a load balancer with different memory. @@ -176,12 +208,18 @@ app.use( ## Security Considerations -Keys will be reused so if two random people send "foo" it might reuse it. Idempotency keys should expire so cannot be reused for long, but it's something to think about. +Keys will be reused, so if two different client A and client B both send `Idempotency-Key: same-thing` it might reuse the client A response for client B... -Firstly, if everyone is using UUIDv4 for Idempotency-Key's then it should be fairly hard to match somebody elses' key unless you're sniffing traffic, but it's something to think about. +Idempotency keys should expire so cannot be reused for long, but it's something to think about. This can be mitigated by recommending clients use UUID's for their Idempotency-Key, which would make it pretty unlikely for multiple clients to clash on the same key unless somebody is sniffing traffic. -You can get your auth middleware doing the job, or run security checks in the route before you check for idempotency keys, but however you go about it just make sure you can't steal responses by guessing a key. +Thankfully generally your authentication logic should help solve the problem. If you register multiple middlewares you can make sure the auth is happening before the idempotency middleware, and if you run the code yourself in controllers/routes then just run the security checks before you check for idempotency keys. However you go about it, just make sure you can't steal responses by clashing/guessing/stealing a key. ## Source Code -If you'd like to play with the example code, the source code is available [over here](https://github.com/philsturgeon/express-idempotency-key-demo). +Give this a go for yourself to see if you can get the hang of using Idempotency Keys for real, and save your end-users and support staff the headache of unpicking mistakes. The source code is available [over here](https://github.com/philsturgeon/express-idempotency-key-demo) and you can clone it down to see how it works. + +There's many libraries similar to [express-idempotency](https://www.npmjs.com/package/express-idempotency) for other frameworks to make this easy elsewhere too. See what you can find, and if there's nothing for your framework consider knocking up an open-source library to help others out too. + +## Further Reading + +Simple idempotency key implementations like this can get you a long way very quickly, but if you have complex multi-step processes that mix up database interactions, calls to other APIs, emails, etc, then you might need [a more comprehensive implementation](https://medusajs.com/blog/idempotency-nodejs-express-open-source/) which tracks progress for each key. 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z9tsW>uX2%c1X||q+Pe8-K27nP$D zu4;hlRSS@=Anc`3bBD3XGZ9q?9NS-VkTPIPR&qBj+JUUQqFy{i0t<9v>&>+-mGw^- zWKGj;GIV=;nA$=rx5|>dTvTZyxH@-lsYi&;s;zQ?xpo=q0fPhuCL=oBqX#fTwMhhK zPC+R7_vJN(zo}+YlR@28-{NPd2s(j`Q-5&AdTw=mGa8;7lsH9ZdfajVtP>vYC|E|A zJ4Kz#0ABTjFo9{X1NuUl@60S}_X7NRic(yrit1Sw3 app.listen(port, () => console.log(`Listening on port ${port}`) ``` -Every time a client calls `POST /things` it's going to create a brand new thing, and we can pretend this is being saved in the database then returned like a real API might do. +Every time a client calls `POST /things` it's going to create a brand new thing, and we can pretend this is being saved in the database then returned like a real API might do. -For now it's just creating a random number, so we can see what is happening. +For now it's just creating a random number, so we can spot each unique operation that's executing. Sending three requests here means we get three different responses as you would expect. -``` +```bash $ curl -XPOST http://localhost:3001/things {"message":"New random number: 88.81742408158198"} @@ -92,13 +107,15 @@ $ curl -XPOST http://localhost:3001/things {"message":"New random number: 99.87427689891224"} ``` -Now to add some logic to our API, and thankfully ExpressJS, like most good web application frameworks, has Middleware. +Every request does a new operation, and it's impossible for a client to safely retry operations that may have failed. + +Now to add some idempotency logic to our API. Thankfully Express, like most good web application frameworks, supports middleware. Middleware lets us wrap our logic, inspecting requests and changing responses, adding all sorts of handy functionality like caching, rate limiting, and authentication, without having to clog up our routes with all that logic. -Instead of needing to write out of middleware, we can use [express-idempotency](https://www.npmjs.com/package/express-idempotency). +Instead of needing to write our own middleware, we can use [express-idempotency](https://www.npmjs.com/package/express-idempotency) for this (similar packages exist for most other web frameworks and languages). -Let's update our API to use this. +Let's update our API to use that: ```js // Load up the middleware @@ -121,11 +138,11 @@ app.post("/things", (req, res) => { }); ``` -This code registers a middleware on all POST endpoints, then inside the route we're checking to see if the key is a hit, and returning early to avoid rerunning the logic if this is a repeat request. +This code registers a middleware on all POST endpoints, then inside the route we're checking to see if the key is a hit, and returning early if so, to avoid rerunning the logic if this is indeed a repeated request. -Let's give it a whirl: +Let's give it a whirl, first with a series of intentionally repeated (non-idempotent) operations: -``` +```bash $ curl -XPOST http://localhost:3001/things {"message":"New random number: 43.41405619983338"} @@ -136,24 +153,24 @@ $ curl -XPOST http://localhost:3001/things {"message":"New random number: 22.522332987290937"} ``` -Looks like the API is still doing different things every time, because we forgot to set an Idempotency Key. The API is doing the right thing and treating every requests as as intended to be a new transaction, which is pretty handy if you're adding Idempotency Keys to an existing API and do not want to break things for existing clients. +Here as expected, the API still does a new operation every time, because we haven't set an Idempotency Key. The API is doing the right thing and treating every request as a new transaction, which is exactly what you want if you're adding idempotency keys to an existing API and don't want to break things for existing clients. -To get this working we need to pass an `Idempotency-Key` field, and set that to _anything_ to let the API know it should reuse the response. +To use our new feature though, we need to pass an `Idempotency-Key` field, and set that to _anything_ to let the API know it should reuse the response. -``` -$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +```bash +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: cheesecake' {"message":"New random number: 53.12434895091507"} -$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: cheesecake' {"message":"New random number: 53.12434895091507"} -$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: chicken-monkey-cheesecake' +$ curl -XPOST http://localhost:3001/things -H 'Idempotency-Key: cheesecake' {"message":"New random number: 53.12434895091507"} ``` Success! The API is noticing that we intended for this transaction to be the same thing, so it's skipping all the business logic and just sending the same thing over. -A real client application would set an idempotency key with a truly unique value, and it would do this based on the users actions. When a user loads up a form in the interface, a new key should be set, and this is how you avoid a genuine "user tried to do a thing twice" getting confused with a retry. +A real client application would set an idempotency key with a truly unique value, and it would do this based on the user's actions. When a user loads up a form in the interface, a new key should be set, and this is how you avoid a genuine "user tried to do a thing twice" getting confused with a retry. If the client also happens to be written in JavaScript, it might look a bit like this: @@ -172,18 +189,30 @@ fetch("https://example.org/api/things", { }, body: JSON.stringify(req.body), }) - .then((response) => response.json()) +.then((response) => response.json()) ``` -## PATCH +Exactly when the key changes depends on your UX. Do you have a persistent form where the user expects a new operation every time they submit the form? In that case, you'll want to reset the key after each successful submit. Or is the user trying to do a single operation, and only ever resubmitting to retry it? In this case, you'll need to preserve the same key throughout. + +Which case applies for you should be fairly clear from your existing UX, but either case is valid, so do think carefully about how these keys need to be managed in your case. + +## Making PATCH idempotent + +All the examples here have used POST, but idempotency keys can help with PATCH as well. This is often less important (many uses of PATCH requests are idempotent by design) but because that's not strictly required by the HTTP specificiation, you do need to think about this when using PATCH. -All the examples here have used POST, but it can help with PATCH too. This is especially useful if you're using [JSON Patch](https://jsonpatch.com/) or something similar, with atomic actions like `incrementBy: 1` which you want to make sure only increments one time. Learn more about making PATCH idempotent [in this article](https://apisyouwonthate.com/blog/idemptoency-keys/). +Idempotency keys are especially relevant if you're using [JSON Patch](https://jsonpatch.com/) or something similar, which defines atomic actions like `incrementBy: 1` that you can use to atomically increment some data on the server with a PATCH request. That's an alternative to reading existing data with a GET request, incrementing it client side, and sending the update value with a new POST request, which creates a risk of race conditions if somebody else modifies the data between the requests. This is useful, but are notably _not_ idempotent - sending the request twice will clearly increment your value twice! -## Data Adapter +Idempotency keys work just as well for this case too though. Just remember that the same caveats apply, and you'll need to think similarly about when your idempotency keys change, and when they're preserved. If you're intentionally sending repeated requests to increment a value, and you accidentally repeat the same idempotency key, all your many increments will silently collapse into a single operation, which won't be what you expect. -The idempotency keys here are stored and checked in memory, which is fine for the demo but not so good in production as you might have multiple servers behind a load balancer with different memory. +## Distributed idempotency with data adapters -In production you would be better off using a data store like Redis. Check if the idempotency implementation you are using with has a pre-built data adapter before you go building it yourself. In this instance, the [express-idempotency-redis-adapter](https://www.npmjs.com/package/express-idempotency-redis-adapter) is going to fix this for us. +The idempotency keys in the examples above are stored and checked in memory, which is fine for a demo, but not so good in production as you might have multiple servers behind a load balancer, each with independent local state (so that a request with an idempotency key already seen by one server won't be recognized as a repeat if the same request is received by the other server). + +Similar issues apply during deployments, even with just one server, as all idempotency keys held in memory will be lost. + +In these production scenarios, you would be better off using a data store like Redis, which can provide a shared temporary storage that's available from all servers, and independent of your server deployments. + +The first step to doing this is to check whether the idempotency implementation you are using has a pre-built data adapter to support this, before you go building one yourself. In this instance, the [express-idempotency-redis-adapter](https://www.npmjs.com/package/express-idempotency-redis-adapter) is exactly what we need, so that will fix this for us nicely: ```js const idempotency = require("express-idempotency"); @@ -206,20 +235,36 @@ app.use( ); ``` -## Security Considerations +This tells express-idempotency to cache all idempotency keys and responses into Redis. If we run multiple servers using this code, and even if we restart these servers, the idempotency keys and their cached responses will still be persisted, and duplicate operations will be avoided. + +## Security considerations of idempotency keys -Keys will be reused, so if two different client A and client B both send `Idempotency-Key: same-thing` it might reuse the client A response for client B... +It's important to realise that there are risks here! Reused keys will reuse responses, regardless of the source, so if two different client A and client B both send `Idempotency-Key: same-thing` it might reuse the client A's response for client B. -Idempotency keys should expire so cannot be reused for long, but it's something to think about. This can be mitigated by recommending clients use UUID's for their Idempotency-Key, which would make it pretty unlikely for multiple clients to clash on the same key unless somebody is sniffing traffic. +This could expose sensitive data in the response. Even if it doesn't, it's easy for this to expose the existence of a previous operation that should be secret (has Alice ever paid Bob $1000?) -Thankfully generally your authentication logic should help solve the problem. If you register multiple middlewares you can make sure the auth is happening before the idempotency middleware, and if you run the code yourself in controllers/routes then just run the security checks before you check for idempotency keys. However you go about it, just make sure you can't steal responses by clashing/guessing/stealing a key. +Fortunately, there's a few ways to avoid this. -## Source Code +The first step is to ensure clients use sufficiently random values (such as UUIDs) for their idempotency keys. Using large enough unguessable values makes it effectively impossible for multiple clients to clash on the same key. In addition, idempotency keys should expire after a fairly short time (hours or days, not years) so they cannot be reused indefinitely. This also helps avoid memory issues with cached response data. -Give this a go for yourself to see if you can get the hang of using Idempotency Keys for real, and save your end-users and support staff the headache of unpicking mistakes. The source code is available [over here](https://github.com/philsturgeon/express-idempotency-key-demo) and you can clone it down to see how it works. +Lastly, when you see a matching idempotency key, before trusting it you should also compare the contents of the new request with the previous request, before reusing the response. This makes it impossible to reuse a known key without already knowing the full request too. Express-idempotency will do this for you automatically, and you can also do it efficiently yourself elsewhere by hashing requests alongside the key. + +Your authentication & rate limiting logic should also help to make brute forcing this even harder. If you register multiple middlewares you can make sure those run happening before the idempotency middleware, or if you run the code yourself in controllers/routes then you can run the security checks before you check for idempotency keys, making it impossible to anonymously brute force these values. + +However you go about it, just be aware that you'll need to protect against this. + +On the client side, it's also important to remember that idempotency keys are intended as a best-efforts feature, but not a 100% guarantee. Most servers don't suppor this yet, for starters, and even for servers that do explicitly support idempotency keys, you can't safely assume that a request retried days later won't duplicate a previous operation just because you saved the idempotency key. Quick retries should be safe, but it's good to have a fallback plan for other cases where it doesn't work out, such as explicitly checking whether an operation already occurred before retrying if a notable amount of time has passed. + +Extremely sensitive operations that cannot be undone should probably not use idempotency keys as their only safety mechanism, unless you are very confident the server can provide hard guarantees around this. + +## Further reading + +If this is interesting, take a look at the source code for the examples above (available [over here](https://github.com/philsturgeon/express-idempotency-key-demo)) and give this a go for yourself to get the hang of using idempotency keys for real, and save your end-users and support staff the headache of unpicking mistakes. There's many libraries similar to [express-idempotency](https://www.npmjs.com/package/express-idempotency) for other frameworks to make this easy elsewhere too. See what you can find, and if there's nothing for your framework consider knocking up an open-source library to help others out too. -## Further Reading +Simple idempotency key implementations like this can get you a long way very quickly, but if you have complex multi-step processes that mix up database interactions, calls to other APIs, emails, etc, then you might want [a more comprehensive implementation](https://medusajs.com/blog/idempotency-nodejs-express-open-source/) which tracks progress for each key. + +As noted above, this now an official standard (so in theory every server using `Idempotency-Key` headers should behave in the same way) but this is still a draft. If you have feedback or suggestions on how to make this better, you can share them on GitHub [here](https://github.com/ietf-wg-httpapi/idempotency). -Simple idempotency key implementations like this can get you a long way very quickly, but if you have complex multi-step processes that mix up database interactions, calls to other APIs, emails, etc, then you might need [a more comprehensive implementation](https://medusajs.com/blog/idempotency-nodejs-express-open-source/) which tracks progress for each key. +**Debugging APIs or HTTP clients, and want to inspect, rewrite & mock live traffic? Try out [HTTP Toolkit](https://httptoolkit.com/) right now to see all this data for yourself. Open-source one-click HTTP(S) interception & debugging for web, Android, servers & more.** \ No newline at end of file