rmmbr

rmmbr is the simplest way to persistently cache async functions, locally or in the cloud with end to end encryption (e2ee).

Most importantly, it does not require any DevOps work, or cloud configurations. It just works.

Motivation

Caching is a great way to save costs and time calling remote APIs.

Most programming languages already have solutions for in-memory caching. These work well if your service is long-running on one machine. However, if your service restarts, then you lose your cache. In addition if you are running more than one instance, they don’t share caches.

Making caches persistent across runs requires deploying another service which writes to disk or to a database. This means to set it up is a substantial context switch for the developer. The last thing you want to think of while doing unrelated work is another service to maintain, and how to write code to communicate to this service.

As this use case is quite common, it would be desired to have an easy way to do it, right from your command line and code editor, and without any context switching.

Usage

rmmbr provides APIs in Python and JavaScript/TypeScript.

If token is provided, the library will persist the cache across devices, otherwise everything would be stored in a file under a .rmmbr directory.

Install the CLI tool:

curl -s https://raw.githubusercontent.com/uriva/rmmbr/main/cli/install.sh | sudo bash

Produce a service token:

rmmbr login
rmmbr token -g

For sensitive data, you can e2e encrypt it by adding an encryption key parameter.

Produce an encryption key:

rmmbr secret

Python

Here’s a python example showing use with OpenAI’s API.

Try running this twice. In the second time you will notice no print occurs.

pip install rmmbr
pip install openai

import asyncio
import openai
import rmmbr

openai.api_key = "<your openai api key>"


@rmmbr.cache(
    "grammar checks cache",
    60 * 60 * 24, # TTL is one day.
    "Cqq33cbHu9AEUaP_wS3LCDQN7wy40XKWzALoPHbU5S8=",  # encryption key, or None if not required
    "https://rmmbr.net",
    "<your rmmbr api key>",
)
async def fix_grmmar(sentence: str):
    print("sending request to openai")
    return await openai.Completion.acreate(
        model="text-davinci-003",
        prompt="Correct this to standard English:\n\n" + sentence,
        temperature=0,
        max_tokens=60,
        top_p=1.0,
        frequency_penalty=0.0,
        presence_penalty=0.0,
    )


async def main():
    print(await fix_grmmar("She no went to the market."))
    # This is required only if you want to make sure a cache write occurs before
    # the program ends.
    await rmmbr.wait_all_writes()


asyncio.run(main())

If you’re writing tests and get a message about unresolved promises, this can happen if your tests end before all writes.

In these cases you can use

from rmmbr import wait_all_writes
# After test completion
await wait_all_writes()

Javascript / Typescript

npm i rmmbr

or if you’re on deno:

import { cache } from "https://deno.land/x/rmmbr/client/src/index.ts";

import { cache } from "rmmbr";

const cacher = cache({
  cacheId: "some name for the cache",
  ttl: 60 * 60 * 24, // Values will expire after one day. Omission implies max (one week).
  token: "service-token",
  url: "https://rmmbr.net",
  encryptionKey: "your-encryption-key", // This can be omitted if you don't need e2ee.
});

let nCalled = 0;
const f = (x: number) => {
  nCalled++;
  return Promise.resolve(x);
};
const fCached = cacher(f);
await fCached(3);
await fCached(3);
// nCalled is 1 here

If you’re writing tests and get a message about unresolved promises, this can happen if your tests end before all writes.

In these cases you can use

import { waitAllWrites } from "rmmbr";
// After test completion
await waitAllWrites();

Custom key function

By default, rmmbr will generate a cache key for you, from any serializable simple json object. If you want to override this behaviour, you can give your own key function, which should get the same parameters as your function, and return any simple json object.

For example:

const f = cache({
  cacheId: "some id",
  customKeyFn: (x) => x % 2 === 0, // check if x is even or odd
})((x: number, y: number) => Promise.resolve(x));

await f(1);
await f(1); // identical call, will use cache
await f(3); // odd number, and the custom ket function treats it the same as `1`, so will use the cache
await f(2); // would cause a call, because 2 is even

Pricing

Regions

We currently deploy a backend in us-east region. Please post an issue if you have a need to configure this.

Legal

• Terms of service
• Privacy policy
• Service level agreement

FAQ

How do I sign up?

Download the cli and run:

rmmbr login

How do I change tier?

We will contact you when your exceeds the free tier.