# Arkworks frontend Let's walk through different simple examples implementing the `FCircuit` trait. By the end of this section, you will hopefully be familiar with how to integrate an `arkworks` circuit into sonobe. You can find most of the following examples with the rest of code to run them at the [`examples`](https://github.com/privacy-scaling-explorations/sonobe/tree/main/examples) directory of the Sonobe repo. ## Cubic circuit example This first example implements the `FCircuit` trait for the R1CS example circuit from [Vitalik's post](https://www.vitalik.ca/general/2016/12/10/qap.html), which checks $x^3 + x + 5 == y$. $z_i$ is used as $x$, and $z_{i+1}$ is used as $y$, and at the next step, $z_{i+1}$ will be assigned to $z_i$, and a new $z_{i+1}$ will be computted. ```rust #[derive(Clone, Copy, Debug)] pub struct CubicFCircuit { _f: PhantomData, } impl FCircuit for CubicFCircuit { type Params = (); fn new(_params: Self::Params) -> Result { Ok(Self { _f: PhantomData }) } fn state_len(&self) -> usize { 1 } fn external_inputs_len(&self) -> usize { 0 } fn step_native( &self, _i: usize, z_i: Vec, _external_inputs: Vec, ) -> Result, Error> { Ok(vec![z_i[0] * z_i[0] * z_i[0] + z_i[0] + F::from(5_u32)]) } fn generate_step_constraints( &self, cs: ConstraintSystemRef, _i: usize, z_i: Vec>, _external_inputs: Vec>, ) -> Result>, SynthesisError> { let five = FpVar::::new_constant(cs.clone(), F::from(5u32))?; let z_i = z_i[0].clone(); Ok(vec![&z_i * &z_i * &z_i + &z_i + &five]) } } ``` ## Multiple inputs circuit example The following example has a state of 5 public elements. At each step, we will want the circuit to compute the next state by: 1. adding 4 to the first element 2. adding 40 to the second element 3. multiplying the third element by 4 4. multiplying the fourth element by 40 5. adding 100 to the fifth element ```rust // Define a struct that will be our circuit. This struct will implement the FCircuit trait. #[derive(Clone, Copy, Debug)] pub struct MultiInputsFCircuit { _f: PhantomData, } impl FCircuit for MultiInputsFCircuit { type Params = (); fn new(_params: Self::Params) -> Result { Ok(Self { _f: PhantomData }) } fn state_len(&self) -> usize { 5 // since the circuit has 5 inputs } fn external_inputs_len(&self) -> usize { 0 } /// computes the next state values in place, assigning z_{i+1} into z_i, and computing the new /// z_{i+1} fn step_native( &self, _i: usize, z_i: Vec, _external_inputs: Vec, ) -> Result, Error> { let a = z_i[0] + F::from(4_u32); let b = z_i[1] + F::from(40_u32); let c = z_i[2] * F::from(4_u32); let d = z_i[3] * F::from(40_u32); let e = z_i[4] + F::from(100_u32); Ok(vec![a, b, c, d, e]) } /// generates the constraints for the step of F for the given z_i fn generate_step_constraints( &self, cs: ConstraintSystemRef, _i: usize, z_i: Vec>, _external_inputs: Vec>, ) -> Result>, SynthesisError> { let four = FpVar::::new_constant(cs.clone(), F::from(4u32))?; let forty = FpVar::::new_constant(cs.clone(), F::from(40u32))?; let onehundred = FpVar::::new_constant(cs.clone(), F::from(100u32))?; let a = z_i[0].clone() + four.clone(); let b = z_i[1].clone() + forty.clone(); let c = z_i[2].clone() * four; let d = z_i[3].clone() * forty; let e = z_i[4].clone() + onehundred; Ok(vec![a, b, c, d, e]) } } ``` ## Using external inputs In this example we set the state to be the previous state together with an external input, and the new state is an array which contains the new state and a zero which will be ignored. This is useful for example if we want to fold multiple verifications of signatures, where the circuit F checks the signature and is folded for each of the signatures and public keys. To keep things simpler, the following example does not verify signatures but does a similar approach with a chain of hashes, where each iteration hashes the previous step output ($z_i$) together with an external input ($w_i$). ``` w_1 w_2 w_3 w_4 │ │ │ │ ▼ ▼ ▼ ▼ ┌─┐ ┌─┐ ┌─┐ ┌─┐ ─────►│F├────►│F├────►│F├────►│F├────► z_1 └─┘ z_2 └─┘ z_3 └─┘ z_4 └─┘ z_5 where each F is: w_i │ ┌────────────────────┐ │ │FCircuit │ │ │ │ └────►│ h =Hash(z_i[0],w_i)│ ────────►│ │ ├───────► z_i │ └──►z_{i+1}=[h] │ z_{i+1} │ │ └────────────────────┘ ``` where each $w_i$ value is set at the `external_inputs` array. The last state $z_i$ is used together with the external input w_i as inputs to compute the new state $z_{i+1}$. ```rust use ark_crypto_primitives::{ crh::{ poseidon::constraints::{CRHGadget, CRHParametersVar}, poseidon::CRH, CRHScheme, CRHSchemeGadget, }, sponge::{poseidon::PoseidonConfig, Absorb}, }; #[derive(Clone, Debug)] pub struct ExternalInputsCircuits where F: Absorb, { _f: PhantomData, poseidon_config: PoseidonConfig, } impl FCircuit for ExternalInputsCircuit where F: Absorb, { type Params = PoseidonConfig; fn new(params: Self::Params) -> Result { Ok(Self { _f: PhantomData, poseidon_config: params, }) } fn state_len(&self) -> usize { 1 } fn external_inputs_len(&self) -> usize { 1 } /// computes the next state value for the step of F for the given z_i and external_inputs /// z_{i+1} fn step_native( &self, _i: usize, z_i: Vec, external_inputs: Vec, ) -> Result, Error> { let hash_input: [F; 2] = [z_i[0], external_inputs[0]]; let h = CRH::::evaluate(&self.poseidon_config, hash_input).unwrap(); Ok(vec![h]) } /// generates the constraints and returns the next state value for the step of F for the given /// z_i and external_inputs fn generate_step_constraints( &self, cs: ConstraintSystemRef, _i: usize, z_i: Vec>, external_inputs: Vec>, ) -> Result>, SynthesisError> { let crh_params = CRHParametersVar::::new_constant(cs.clone(), self.poseidon_config.clone())?; let hash_input: [FpVar; 2] = [z_i[0].clone(), external_inputs[0].clone()]; let h = CRHGadget::::evaluate(&crh_params, &hash_input)?; Ok(vec![h]) } } ```

# Complete examples You can find the complete examples with all the imports at [sonobe/examples](https://github.com/privacy-scaling-explorations/sonobe/tree/main/examples).