Cairo-math-64x61 - Fixed point 64.61 math library for Cairo / Starknet

Overview

Cairo Math 64x61

A fixed point 64.61 math library for Cairo & Starknet

Signed 64.61 Fixed Point Numbers

A signed 64.61-bit fixed point number is a fraction in which the numerator is a signed 125-bit integer and the denominator is 2^61. Since the denominator stays the same there is no need to store it (as in a floating point value).

64.61 is utilized as the 125 bit representation allows for overflow up to 2^125 * 2^125 (250 bits) during calculation taking advantage of Cairo's 251 bit felts.

Can represent values in the range of -2^64 to 2^64 with precision to 4.34e-19.

Standard Library

Math64x61 includes implementation of mul, div, sqrt, exp, ln, log2, log10, and pow as well as conversion and assertion methods.

Trigonometry Library

Trig64x61 includes implementation of sin, cos, tan and their inverses.

Hyperbolic Library

Hyp64x61 includes implementation of sinh, cosh, tanh, and their inverses.

Extensibility

This library strives to adhere to the OpenZeppelin extensibility pattern: https://github.com/OpenZeppelin/cairo-contracts/blob/main/docs/Extensibility.md

Comments
  • dev: add namespaces

    dev: add namespaces

    Hey,

    I was wondering if you'd accept a PR to introduce namespaces to your lib. Using a namespace is the current accepted best practice, it's much easier on the eyes and to work with from a developer experience perspective.

    See the changes to Math64x61Mock.cairo to get the feel for the difference.

    So far, this PR only has changes in the Math module, but if you're ok with it, I can update Hyp, Trig and Vec as well.

    opened by milancermak 2
  • Function to convert oracle prices

    Function to convert oracle prices

    This PR adds functions that help with using different oracles(https://www.stork.network/, https://empiric.network/, etc). These oracles return prices multiplied by 10**18 and converting these prices to the Math64x61 format can sometimes be quite tricky due to errors in overflow etc.

    Functions proposed here address this problem and can convert such prices to the desired Match64x61 format. Tests are provided as well.

    opened by Chepelau 1
  • OZ standards and PyPi update

    OZ standards and PyPi update

    • Updated to adhere to open zeppelin lib extensibility standards (breaking change, requires changing imports / method refs)
    • Switched from npm to pip module installation to better support cairo / python ecosystem
    • removed starknet language declarations to allow for usage in cairo projects (see #3)
    opened by clexmond 0
  • Rounding bug when using library

    Rounding bug when using library

    Hi, we have a precision bug when converting felts with the library and would like to get some help.

    We have a fee rate that we store globally and per account. The value of the fee rate is 0.0004 but before the value is sent to the contract function we add some quantum precision to it by doing (i.e 0.0004 * 10^8) and then send it as 40000. In the function where the fee rate is used, we remove this precision by doing a Math.to_decimal8(feeRate). All Math.to_decimal8(feeRate) does is remove the quantum precision before the fee rate is stored in storage.

    To further illustrate this, when we try to retrieve the fee rate stored, instead of getting 40000, the value returned is 39999. But it does not stop there. We also noticed that when the fee rate is a multiple of 5, the exact value is returned with no change in precision. Eg 0.0005 (or 50000) returns 50000. But any other value that is not a multiple of 5 loses precision.

    A code sample to demonstrate this is attached below.

    // SPDX-License-Identifier: Apache-2.0
    %lang starknet
    
    from cairo_math_64x61.math64x61 import Math64x61
    from starkware.cairo.common.bool import TRUE, FALSE
    from starkware.cairo.common.cairo_builtins import HashBuiltin
    
    struct FeeRate {
        exists: felt,
        maker: felt,
        taker: felt,
    }
    
    @storage_var
    func global_fee_rate() -> (feeRate: FeeRate) {
    }
    
    @storage_var
    func account_fee_rate(account: felt) -> (feeRate: FeeRate) {
    }
    
    namespace Math {
        const DOT8 = (10 ** 8) * Math64x61.FRACT_PART;
        func to_decimal8{range_check_ptr}(num: felt) -> felt {
           alloc_locals;
           // To fixed precision
           local _ans = Math64x61.fromFelt(num);
           // Remove quantum precision
           let ans = Math64x61.div(_ans, DOT8);
           return ans;
        }
    
        func to_felt8{range_check_ptr}(num: felt) -> felt {
            // Add quantum precision
            let _ans =  Math64x61.mul(num, DOT8);
            // Remove fixed precision
            let ans = Math64x61.toFelt(_ans);
            return ans;
        }
    }
    
    @external
    func convertAndSetGlobalFeeRate{syscall_ptr: felt*, pedersen_ptr: HashBuiltin*, range_check_ptr}(
        maker_fee: felt, taker_fee: felt
    ) {
        alloc_locals;
    
        let maker_fee_d = Math.to_decimal8(maker_fee);
        let taker_fee_d = Math.to_decimal8(taker_fee);
    
        let fee_rate_d = FeeRate(exists=1, maker=maker_fee_d, taker=taker_fee_d);
        global_fee_rate.write(fee_rate_d);
    
        return ();
    }
    
    @view
    func convertAndGetAccountFeeRate{syscall_ptr: felt*, pedersen_ptr: HashBuiltin*, range_check_ptr}(
        account: felt) -> (fee_rate: FeeRate) {
        alloc_locals;
        let (_account_fee_rate) = account_fee_rate.read(account);
    
        if (_account_fee_rate.exists != FALSE) {
            return (_account_fee_rate,);
        }
    
        // Return global fee rate if account fee rate is not set
        let (_global_fee_rate) = global_fee_rate.read();
        let maker_fee = Math.to_felt8(_global_fee_rate.maker);
        let taker_fee = Math.to_felt8(_global_fee_rate.taker);
    
        let fee_rate = FeeRate(
            exists=1,
            maker=maker_fee,
            taker=taker_fee,
        );
        return (fee_rate,);
    }
    
    

    Here's a test case that shows that converting the fee_rate to decimal_8 before storage and after retrieval

    import dataclasses
    import os
    
    import pytest
    from starkware.starknet.testing.starknet import Starknet
    from starkware.starkware_utils.error_handling import StarkException
    
    from .types import TokenAsset
    from .utils import str_to_felt, to_quantum
    
    FILE_DIR = os.path.dirname(__file__)
    CAIRO_PATH = [os.path.join(FILE_DIR, "../contracts")]
    ROUNDING_FILE = os.path.join(FILE_DIR, "../contracts/test/Rounding.cairo")
    ACCOUNT_ADDRESS = str_to_felt("ACCOUNT ADDRESS")
    
    @pytest.fixture()
    async def contracts():
        starknet = await Starknet.empty()
        rounding_contract = await starknet.deploy(
            source=ROUNDING_FILE, cairo_path=CAIRO_PATH, disable_hint_validation=True
        )
    
        return rounding_contract
    
    async def test_fee_rate_with_rounding(contracts):
        rounding_contract = contracts
        maker_fee_rate = to_quantum(0.0001)
        taker_fee_rate = to_quantum(0.0004)
        await rounding_contract.convertAndSetGlobalFeeRate(
            maker_fee_rate,
            taker_fee_rate
        ).execute()
    
        account_fee_rates = await rounding_contract.convertAndGetAccountFeeRate(ACCOUNT_ADDRESS).call()
        assert not (account_fee_rates.result.fee_rate.maker == maker_fee_rate)
        assert not (account_fee_rates.result.fee_rate.taker == taker_fee_rate)
    

    I will be happy to provide further information to help debug this issue. Thanks!

    opened by mayowaparadigm 0
  • A bug in the function`ceil`

    A bug in the function`ceil`

    If the input of the ceil function is an integer x(that is, x modulo FRACT_PART is equal to 0), it will return x+1. But I think this does not match the usual semantics of ceil function in mathematics.

    The bug is found by Medjai, a symbolic execution tool for the Cairo program. The spec we write for ceil is:

    func ceil_spec{range_check_ptr}():
        alloc_locals
        let (local x) = SymbolicMath64x61()
        let (local res) = Math64x61.ceil(x)
        verify_le_signed(x, res)
        verify_lt_signed(res - Math64x61.ONE, x)
        let (_, rem) = signed_div_rem(res, Math64x61.ONE, Math64x61.BOUND)
        medjai_assert_eq_felt(rem, 0)
        return ()
    end
    
    opened by DOFYPXY 0
  • toUint256() function should return the number without the floating part

    toUint256() function should return the number without the floating part

    Thanks to the great lib.

    I just have one remark. I expected the toUint256() function to return the number rounded as Uint256. For example: passing 12,3456 I expect to get 12 from toUint256() To get the right result I have to pass my 12,3456 into the toFelt() function and then the toUint256().

    Also we can add what type of rounding we want as param to the function.

    Best,

    opened by FabienCoutant 0
  • Function for converting oracles

    Function for converting oracles

    Starknet oracles (Empiric network, Stork etc.) provide prices of assets multiplied by 10^18. This can present a challenge when we want to end with price multiplied by 2**61 instead, due to overflow etc. For this reason, I'd like to add a function that manages to convert such prices to the Math64x61 format. Tested to 5e-15 precision.

    opened by Chepelau 0
  • Add 'unsafe' versions of each function

    Add 'unsafe' versions of each function

    Math64x61_assert64x61 is expensive! I was able to reduce the step count of a function by close to 60% just by getting rid of that assert where it wasn't necessary (meaning the fixed-point operations were guaranteed to not overflow).

    Of course these should be used very carefully, but I think they'd be a useful addition.

    opened by bllu404 0
Releases(v2.1.0)
Owner
Influence
A grand strategy game set in an asteroid belt and built on Ethereum.
Influence
Convert three types of color in your clipboard and paste it to the color property (gamma correct)

ColorPaster [Blender Addon] Convert three types of color in your clipboard and paste it to the color property (gamma correct) How to Use Hover your mo

13 Oct 31, 2022
A jokes python module

Made with Python3 (C) @FayasNoushad Copyright permission under MIT License License - https://github.com/FayasNoushad/Jokes/blob/main/LICENSE Deploy

Fayas Noushad 3 Nov 28, 2021
HogwartsRegister - A Hogwarts Register With Python

A Hogwarts Register Installation download code git clone https://github.com/haor

0 Feb 12, 2022
This is a library which aiming to save all my code about cpp. It will help me to code conveniently.

This is a library which aiming to save all my code about cpp. It will help me to code conveniently.

Paul Leo 21 Dec 06, 2021
Simple, configuration-driven backup software for servers and workstations

title permalink borgmatic index.html It's your data. Keep it that way. borgmatic is simple, configuration-driven backup software for servers and works

borgmatic collective 1.3k Dec 30, 2022
poetry2nix turns Poetry projects into Nix derivations without the need to actually write Nix expressions

poetry2nix poetry2nix turns Poetry projects into Nix derivations without the need to actually write Nix expressions. It does so by parsing pyproject.t

Nix community projects 405 Dec 29, 2022
0CD - BinaryNinja plugin to introduce some quality of life utilities for obsessive compulsive CTF enthusiasts

0CD Author: b0bb Quality of life utilities for obsessive compulsive CTF enthusia

12 Sep 14, 2022
Solutions for the Advent of Code 2021 event.

About 📋 This repository holds all of the solution code for the Advent of Code 2021 event. All solutions are done in Python 3.9.9 and done in non-real

robert yin 0 Mar 21, 2022
IDA Pro plugin that shows the comments in a database

ShowComments A Simple IDA Pro plugin that shows the comments in a database Installation Copy the file showcomments.py to the plugins folder under IDA

Fernando Mercês 32 Dec 10, 2022
Analisador de strings feito em Python // String parser made in Python

Este é um analisador feito em Python, neste programa, estou estudando funções e a sua junção com "if's" e dados colocados pelo usuário. Neste código,

Dev Nasser 1 Nov 03, 2021
Displays Christmas-themed ASCII art

Christmas Color Scripts Displays Christmas-themed ASCII art. This was mainly inspired by DistroTube's Shell Color Scripts Screenshots ASCII Shadow Tex

1 Aug 09, 2022
Exercise to teach a newcomer to the CLSP grid to set up their environment and run jobs

Exercise to teach a newcomer to the CLSP grid to set up their environment and run jobs

Alexandra 2 May 18, 2022
A Red Team tool for exfiltrating sensitive data from Jira tickets.

Jir-thief This Module will connect to Jira's API using an access token, export to a word .doc, and download the Jira issues that the target has access

Antonio Piazza 82 Dec 12, 2022
An-7 tool for python

***An-7 tool - Anonime-X Team*** An-x Menu : SPAM Android web malware interpreter Spam Tools : scampages letters mailers smtpcrack wpbrute shell Andro

Hamza Anonime 8 Nov 18, 2021
Python-geoarrow - Storing geometry data in Apache Arrow format

geoarrow Storing geometry data in Apache Arrow format Installation $ pip install

Joris Van den Bossche 11 Mar 03, 2022
Custom Weapons 3 attribute support for Custom Weapons X

CW3toX Allows use of Custom Weapons 3 attributes in Custom Weapons X. Requiremen

2 Mar 01, 2022
That is a example of a Book app on Python, made with support of all JS libraries on React framework

React+Python Books App You can use this repository whenever you want Used for a video Create the database: python -m dbutils Start the web server: pyt

Koma Human 1 Apr 20, 2022
Process RunGap output file of a workout and load data into Apple Numbers Spreadsheet and my website with API calls

BSD 3-Clause License Copyright (c) 2020, Mike Bromberek All rights reserved. ProcessWorkout Exercise data is exported in JSON format to iCloud using

Mike Bromberek 1 Jan 03, 2022
A git extension for seeing your Cloud Build deployment

A git extension for seeing your Cloud Build deployment

Katie McLaughlin 13 May 10, 2022
Cisco IOS-XE Operations Program. Shows operational data using restconf and yang

XE-Ops View operational and config data from devices running Cisco IOS-XE software. NoteS The build folder is the latest build. All other files are fo

18 Jul 23, 2022