react-native-snarkjs

    0.0.4 • Public • Published

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    snarkjs

    This is a JavaScript and Pure Web Assembly implementation of zkSNARK and PLONK schemes. It uses the Groth16 Protocol (3 point only and 3 pairings) and PLONK.

    This library includes all the tools required to perform trusted setup multi-party ceremonies: including the universal powers of tau ceremony, and the second phase circuit specific ceremonies.

    Any zk-snark project can pick a round from the common phase 1 to start their circuit-specific phase 2 ceremony.

    The formats used in this library for the multi-party computation are compatible with the ones used in Semaphore's Perpetual Powers of Tau and other implementations.

    This library uses the compiled circuits generated by the circom compiler.

    It works in node.js as well as directly in the browser.

    It's an ES module, so it can be directly imported into bigger projects using Rollup or Webpack.

    The low-level cryptography is performed directly in wasm, and uses worker threads to parallelize the computations. The result is a high performance library with benchmarks comparable to host implementations.

    Preliminaries

    Install node v14

    First off, make sure you have a recent version of Node.js installed. While any version after v12 should work fine, we recommend you install v14 or later.

    If you’re not sure which version of Node you have installed, you can run:

    node -v

    To download the latest version of Node, see here.

    Install snarkjs and circom

    To install circom and snarkjs, run:

    npm install -g circom@latest
    npm install -g snarkjs@latest

    If you're seeing an error, try prefixing both commands with sudo and running them again.

    Understand the help command

    To see a list of all snarkjs commands, as well as descriptions about their inputs and outputs, run:

    snarkjs --help

    You can also use the --help option with specific commands:

    snarkjs groth16 prove --help

    Most of the commands have an alternative shorter alias (which you can discover using --help).

    For example, the previous command can also be invoked with:

    snarkjs g16p --help

    Debugging tip

    If you a feel a command is taking longer than it should, re-run it with a -v or --verbose option to see more details about how it's progressing and where it's getting blocked.

    Guide

    0. Create and move into a new directory

    mkdir snarkjs_example
    cd snarkjs_example

    1. Start a new powers of tau ceremony

    snarkjs powersoftau new bn128 12 pot12_0000.ptau -v

    The new command is used to start a powers of tau ceremony.

    The first parameter after new refers to the type of curve you wish to use. At the moment, we support both bn128 and bls12-381.

    The second parameter, in this case 12, is the power of two of the maximum number of constraints that the ceremony can accept: in this case, the number of constraints is 2 ^ 12 = 4096. The maximum value supported here is 28, which means you can use snarkjs to securely generate zk-snark parameters for circuits with up to 2 ^ 28 (≈268 million) constraints.

    2. Contribute to the ceremony

    snarkjs powersoftau contribute pot12_0000.ptau pot12_0001.ptau --name="First contribution" -v

    The contribute command creates a ptau file with a new contribution.

    You'll be prompted to enter some random text to provide an extra source of entropy.

    contribute takes as input the transcript of the protocol so far, in this case pot12_0000.ptau, and outputs a new transcript, in this case pot12_0001.ptau, which includes the computation carried out by the new contributor (ptau files contain a history of all the challenges and responses that have taken place so far).

    name can be anything you want, and is just included for reference (it will be printed when you verify the file (step 5).

    3. Provide a second contribution

    snarkjs powersoftau contribute pot12_0001.ptau pot12_0002.ptau --name="Second contribution" -v -e="some random text"

    By letting you write the random text as part of the command, the -e parameter allows contribute to be non-interactive.

    4. Provide a third contribution using third party software

    snarkjs powersoftau export challenge pot12_0002.ptau challenge_0003
    snarkjs powersoftau challenge contribute bn128 challenge_0003 response_0003 -e="some random text"
    snarkjs powersoftau import response pot12_0002.ptau response_0003 pot12_0003.ptau -n="Third contribution name"

    The challenge and response files are compatible with this software.

    This allows you to use different types of software in a single ceremony.

    5. Verify the protocol so far

    snarkjs powersoftau verify pot12_0003.ptau

    The verify command verifies a ptau (powers of tau) file. Which means it checks all the contributions to the multi-party computation (MPC) up to that point. It also prints the hashes of all the intermediate results to the console.

    If everything checks out, you should see the following at the top of the output:

    [INFO]  snarkJS: Powers Of tau file OK!

    In sum, whenever a new zk-snark project needs to perform a trusted setup, you can just pick the latest ptau file, and run the verify command to verify the entire chain of challenges and responses so far.

    6. Apply a random beacon

    snarkjs powersoftau beacon pot12_0003.ptau pot12_beacon.ptau 0102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f 10 -n="Final Beacon"

    The beacon command creates a ptau file with a contribution applied in the form of a random beacon.

    We need to apply a random beacon in order to finalise phase 1 of the trusted setup.

    To paraphrase Sean Bowe and Ariel Gabizon, a random beacon is a source of public randomness that is not available before a fixed time. The beacon itself can be a delayed hash function (e.g. 2^40 iterations of SHA256) evaluated on some high entropy and publicly available data. Possible sources of data include: the closing value of the stock market on a certain date in the future, the output of a selected set of national lotteries, or the value of a block at a particular height in one or more blockchains. E.g. the hash of the 11 millionth Ethereum block (which as of this writing is some 3 months in the future). See here for more on the importance of a random beacon.

    For the purposes of this tutorial, the beacon is essentially a delayed hash function evaluated on 0102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f (in practice this value will be some form of high entropy and publicly available data of your choice). The next input -- in our case 10 -- just tells snarkjs to perform 2 ^ 10 iterations of this hash function.

    Note that security holds even if an adversary has limited influence on the beacon.

    7. Prepare phase 2

    snarkjs powersoftau prepare phase2 pot12_beacon.ptau pot12_final.ptau -v

    We're now ready to prepare phase 2 of the setup (the circuit-specific phase).

    Under the hood, the prepare phase2 command calculates the encrypted evaluation of the Lagrange polynomials at tau for tau, alpha*tau and beta*tau. It takes the beacon ptau file we generated in the previous step, and outputs a final ptau file which will be used to generate the circuit proving and verification keys.


    NOTE

    Ptau files for bn128 with the peraperPhase2 54 contributions and a beacon, can be found here:

    power maxConstraints file hash
    8 256 powersOfTau28_hez_final_08.ptau d6a8fb3a04feb600096c3b791f936a578c4e664d262e4aa24beed1b7a9a96aa5eb72864d628db247e9293384b74b36ffb52ca8d148d6e1b8b51e279fdf57b583
    9 512 powersOfTau28_hez_final_09.ptau 94f108a80e81b5d932d8e8c9e8fd7f46cf32457e31462deeeef37af1b71c2c1b3c71fb0d9b59c654ec266b042735f50311f9fd1d4cadce47ab234ad163157cb5
    10 1k powersOfTau28_hez_final_10.ptau 6cfeb8cda92453099d20120bdd0e8a5c4e7706c2da9a8f09ccc157ed2464d921fd0437fb70db42104769efd7d6f3c1f964bcf448c455eab6f6c7d863e88a5849
    11 2k powersOfTau28_hez_final_11.ptau 47c282116b892e5ac92ca238578006e31a47e7c7e70f0baa8b687f0a5203e28ea07bbbec765a98dcd654bad618475d4661bfaec3bd9ad2ed12e7abc251d94d33
    12 4k powersOfTau28_hez_final_12.ptau ded2694169b7b08e898f736d5de95af87c3f1a64594013351b1a796dbee393bd825f88f9468c84505ddd11eb0b1465ac9b43b9064aa8ec97f2b73e04758b8a4a
    13 8k powersOfTau28_hez_final_13.ptau 58efc8bf2834d04768a3d7ffcd8e1e23d461561729beaac4e3e7a47829a1c9066d5320241e124a1a8e8aa6c75be0ba66f65bc8239a0542ed38e11276f6fdb4d9
    14 16k powersOfTau28_hez_final_14.ptau eeefbcf7c3803b523c94112023c7ff89558f9b8e0cf5d6cdcba3ade60f168af4a181c9c21774b94fbae6c90411995f7d854d02ebd93fb66043dbb06f17a831c1
    15 32k powersOfTau28_hez_final_15.ptau 982372c867d229c236091f767e703253249a9b432c1710b4f326306bfa2428a17b06240359606cfe4d580b10a5a1f63fbed499527069c18ae17060472969ae6e
    16 64k powersOfTau28_hez_final_16.ptau 6a6277a2f74e1073601b4f9fed6e1e55226917efb0f0db8a07d98ab01df1ccf43eb0e8c3159432acd4960e2f29fe84a4198501fa54c8dad9e43297453efec125
    17 128k powersOfTau28_hez_final_17.ptau 6247a3433948b35fbfae414fa5a9355bfb45f56efa7ab4929e669264a0258976741dfbe3288bfb49828e5df02c2e633df38d2245e30162ae7e3bcca5b8b49345
    18 256k powersOfTau28_hez_final_18.ptau 7e6a9c2e5f05179ddfc923f38f917c9e6831d16922a902b0b4758b8e79c2ab8a81bb5f29952e16ee6c5067ed044d7857b5de120a90704c1d3b637fd94b95b13e
    19 512k powersOfTau28_hez_final_19.ptau bca9d8b04242f175189872c42ceaa21e2951e0f0f272a0cc54fc37193ff6648600eaf1c555c70cdedfaf9fb74927de7aa1d33dc1e2a7f1a50619484989da0887
    20 1M powersOfTau28_hez_final_20.ptau 89a66eb5590a1c94e3f1ee0e72acf49b1669e050bb5f93c73b066b564dca4e0c7556a52b323178269d64af325d8fdddb33da3a27c34409b821de82aa2bf1a27b
    21 2M powersOfTau28_hez_final_21.ptau 9aef0573cef4ded9c4a75f148709056bf989f80dad96876aadeb6f1c6d062391f07a394a9e756d16f7eb233198d5b69407cca44594c763ab4a5b67ae73254678
    22 4M powersOfTau28_hez_final_22.ptau 0d64f63dba1a6f11139df765cb690da69d9b2f469a1ddd0de5e4aa628abb28f787f04c6a5fb84a235ec5ea7f41d0548746653ecab0559add658a83502d1cb21b
    23 8M powersOfTau28_hez_final_23.ptau 3063a0bd81d68711197c8820a92466d51aeac93e915f5136d74f63c394ee6d88c5e8016231ea6580bec02e25d491f319d92e77f5c7f46a9caa8f3b53c0ea544f
    24 16M powersOfTau28_hez_final_24.ptau fa404d140d5819d39984833ca5ec3632cd4995f81e82db402371a4de7c2eae8687c62bc632a95b0c6aadba3fb02680a94e09174b7233ccd26d78baca2647c733
    25 32M powersOfTau28_hez_final_25.ptau 0377d860cdb09a8a31ea1b0b8c04335614c8206357181573bf294c25d5ca7dff72387224fbd868897e6769f7805b3dab02854aec6d69d7492883b5e4e5f35eeb
    26 64M powersOfTau28_hez_final_26.ptau 418dee4a74b9592198bd8fd02ad1aea76f9cf3085f206dfd7d594c9e264ae919611b1459a1cc920c2f143417744ba9edd7b8d51e44be9452344a225ff7eead19
    27 128M powersOfTau28_hez_final_27.ptau 10ffd99837c512ef99752436a54b9810d1ac8878d368fb4b806267bdd664b4abf276c9cd3c4b9039a1fa4315a0c326c0e8e9e8fe0eb588ffd4f9021bf7eae1a1
    28 256M powersOfTau28_hez_final.ptau 55c77ce8562366c91e7cda394cf7b7c15a06c12d8c905e8b36ba9cf5e13eb37d1a429c589e8eaba4c591bc4b88a0e2828745a53e170eac300236f5c1a326f41a

    There is a file truncated for each power of two.

    The complete file is powersOfTau28_hez_final.ptau which includes 2**28 powers.

    And it's blake2b hash is:

    55c77ce8562366c91e7cda394cf7b7c15a06c12d8c905e8b36ba9cf5e13eb37d1a429c589e8eaba4c591bc4b88a0e2828745a53e170eac300236f5c1a326f41a

    You can find more information about the ceremony here

    The last ptau file was geneerated using this procedure:

    https://www.reddit.com/r/ethereum/comments/iftos6/powers_of_tau_selection_for_hermez_rollup/


    8. Verify the final ptau

    snarkjs powersoftau verify pot12_final.ptau

    The verify command verifies a powers of tau file.

    Before we go ahead and create the circuit, we perform a final check and verify the final protocol transcript.

    Notice there is no longer a warning informing you that the file does not contain phase 2 precalculated values.

    9. Create the circuit

    cat <<EOT > circuit.circom
    template Multiplier(n) {
        signal private input a;
        signal private input b;
        signal output c;
    
        signal int[n];
    
        int[0] <== a*a + b;
        for (var i=1; i<n; i++) {
        int[i] <== int[i-1]*int[i-1] + b;
        }
    
        c <== int[n-1];
    }
    
    component main = Multiplier(1000);
    EOT

    We create a circom file that allows us to easily test the system with a different number of constraints.

    In this case, we've chosen 1000, but we can change this to anything we want (as long as the value we choose is below the number we defined in step 1).

    10. Compile the circuit

    circom circuit.circom --r1cs --wasm --sym -v

    The circom command takes one input (the circuit to compile, in our case circuit.circom) and three options:

    • r1cs: generates circuit.r1cs (the r1cs constraint system of the circuit in binary format).

    • wasm: generates circuit.wasm (the wasm code to generate the witness – more on that later).

    • sym: generates circuit.sym (a symbols file required for debugging and printing the constraint system in an annotated mode).

    11. View information about the circuit

    snarkjs r1cs info circuit.r1cs

    The info command is used to print circuit stats.

    You should see the following output:

    [INFO]  snarkJS: Curve: bn-128
    [INFO]  snarkJS: # of Wires: 1003
    [INFO]  snarkJS: # of Constraints: 1000
    [INFO]  snarkJS: # of Private Inputs: 2
    [INFO]  snarkJS: # of Public Inputs: 0
    [INFO]  snarkJS: # of Outputs: 1
    

    This information fits with our mental map of the circuit we created: we had two private inputs a and b, one output c, and a thousand constraints of the form a * b = c.

    12. Print the constraints

    snarkjs r1cs print circuit.r1cs circuit.sym

    To double check, we print the constraints of the circuit.

    You should see a thousand constraints of the form:

    [ -main.int[i] ] * [ main.int[i] ] - [ main.b -main.int[i+1] ] = 0
    

    13. Export r1cs to json

    snarkjs r1cs export json circuit.r1cs circuit.r1cs.json
    cat circuit.r1cs.json

    We export r1cs to json format to make it human readable.

    14. Setup

    Currently, snarkjs supports 2 proving systems: groth16 and PLONK.

    Groth16 requires a trusted ceremony for each circuit. PLONK does not require it, it's enought with the powers of tau ceremony which is universal.

    Plonk

    snarkjs plonk setup circuit.r1cs pot12_final.ptau circuit_final.zkey

    You can jump directly to Section 21 as PLONK does not require a specific trusted ceremony.

    Groth16

    snarkjs groth16 setup circuit.r1cs pot12_final.ptau circuit_0000.zkey

    This generates the reference zkey without phase 2 contributions

    IMPORTANT: Do not use this zkey in production, as it's not safe. It requires at least a contribution,

    The zkey new command creates an initial zkey file with zero contributions.

    The zkey is a zero-knowledge key that includes both the proving and verification keys as well as phase 2 contributions.

    Importantly, one can verify whether a zkey belongs to a specific circuit or not.

    Note that circuit_0000.zkey (the output of the zkey command above) does not include any contributions yet, so it cannot be used in a final circuit.

    The following steps (15-20) are similar to the equivalent phase 1 steps, except we use zkey instead of powersoftau as the main command, and we generate zkey rather that ptau files.

    15. Contribute to the phase 2 ceremony

    snarkjs zkey contribute circuit_0000.zkey circuit_0001.zkey --name="1st Contributor Name" -v

    The zkey contribute command creates a zkey file with a new contribution.

    As in phase 1, you'll be prompted to enter some random text to provide an extra source of entropy.

    16. Provide a second contribution

    snarkjs zkey contribute circuit_0001.zkey circuit_0002.zkey --name="Second contribution Name" -v -e="Another random entropy"

    We provide a second contribution.

    17. Provide a third contribution using third party software

    snarkjs zkey export bellman circuit_0002.zkey  challenge_phase2_0003
    snarkjs zkey bellman contribute bn128 challenge_phase2_0003 response_phase2_0003 -e="some random text"
    snarkjs zkey import bellman circuit_0002.zkey response_phase2_0003 circuit_0003.zkey -n="Third contribution name"

    And a third using third-party software.

    18. Verify the latest zkey

    snarkjs zkey verify circuit.r1cs pot12_final.ptau circuit_0003.zkey

    The zkey verify command verifies a zkey file. It also prints the hashes of all the intermediary results to the console.

    We verify the zkey file we created in the previous step. Which means we check all the contributions to the second phase of the multi-party computation (MPC) up to that point.

    This command also checks that the zkey file matches the circuit.

    If everything checks out, you should see the following:

    [INFO]  snarkJS: ZKey Ok!
    

    19. Apply a random beacon

    snarkjs zkey beacon circuit_0003.zkey circuit_final.zkey 0102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f 10 -n="Final Beacon phase2"

    The zkey beacon command creates a zkey file with a contribution applied in the form of a random beacon.

    We use it to apply a random beacon to the latest zkey after the final contribution has been made (this is necessary in order to generate a final zkey file and finalise phase 2 of the trusted setup).

    20. Verify the final zkey

    snarkjs zkey verify circuit.r1cs pot12_final.ptau circuit_final.zkey

    Before we go ahead and export the verification key as a json, we perform a final check and verify the final protocol transcript (zkey).

    21. Export the verification key

    snarkjs zkey export verificationkey circuit_final.zkey verification_key.json

    We export the verification key from circuit_final.zkey into verification_key.json.

    22. Calculate the witness

    cat <<EOT > input.json
    {"a": 3, "b": 11}
    EOT
    snarkjs wtns calculate circuit.wasm input.json witness.wtns

    Calculate the witness (given the inputs a = 3 and b = 11).

    23. Debug the final witness calculation

    snarkjs wtns debug circuit.wasm input.json witness.wtns circuit.sym --trigger --get --set

    And check for any errors in the witness calculation process (best practice).

    The wtns debug command logs every time a new component starts/ends (--trigger), when a signal is set (--set) and when it's read (--get).

    24. Create the proof

    PLONK

    snarkjs plonk prove circuit_final.zkey witness.wtns proof.json public.json

    Groth16

    snarkjs groth16 prove circuit_final.zkey witness.wtns proof.json public.json

    We create the proof. this command generates the files proof.json and public.json: proof.json contains the actual proof, whereas public.json contains the values of the public inputs and output.

    Note that it's also possible to create the proof and calculate the witness in the same command by running:

    snarkjs groth16 fullprove input.json circuit.wasm circuit_final.zkey proof.json public.json

    25. Verify the proof

    PLONK

    snarkjs plonk verify verification_key.json public.json proof.json

    Groth16

    snarkjs groth16 verify verification_key.json public.json proof.json

    We use the this command to verify the proof, passing in the verification_key we exported earlier.

    If all is well, you should see that OK has been outputted to your console. This signifies the proof is valid.

    26. Turn the verifier into a smart contract

    snarkjs zkey export solidityverifier circuit_final.zkey verifier.sol

    Finally, we export the verifier as a Solidity smart-contract so that we can publish it on-chain -- using remix for example. For the details on how to do this, refer to section 4 of this tutorial.

    27. Simulate a verification call

    snarkjs zkey export soliditycalldata public.json proof.json

    We use soliditycalldata to simulate a verification call, and cut and paste the result directly in the verifyProof field in the deployed smart contract in the remix envirotment.

    And voila! That's all there is to it :)

    Using Node

    npm init
    npm install snarkjs
    const snarkjs = require("snarkjs");
    const fs = require("fs");
    
    async function run() {
        const { proof, publicSignals } = await snarkjs.groth16.fullProve({a: 10, b: 21}, "circuit.wasm", "circuit_final.zkey");
    
        console.log("Proof: ");
        console.log(JSON.stringify(proof, null, 1));
    
        const vKey = JSON.parse(fs.readFileSync("verification_key.json"));
    
        const res = await snarkjs.groth16.verify(vKey, publicSignals, proof);
    
        if (res === true) {
            console.log("Verification OK");
        } else {
            console.log("Invalid proof");
        }
    
    }
    
    run().then(() => {
        process.exit(0);
    });

    In the browser

    Load snarkjs.min.js and start using it as usual.

    cp node_modules/snarkjs/build/snarkjs.min.js .
    
    <!doctype html>
    <html>
    <head>
      <title>Snarkjs client example</title>
    </head>
    <body>
    
      <h1>Snarkjs client example</h1>
      <button id="bGenProof"> Create proof </button>
    
      <!-- JS-generated output will be added here. -->
      <pre class="proof"> Proof: <code id="proof"></code></pre>
    
      <pre class="proof"> Result: <code id="result"></code></pre>
    
    
      <script src="snarkjs.min.js">   </script>
    
    
      <!-- This is the bundle generated by rollup.js -->
      <script>
    
    const proofCompnent = document.getElementById('proof');
    const resultComponent = document.getElementById('result');
    const bGenProof = document.getElementById("bGenProof");
    
    bGenProof.addEventListener("click", calculateProof);
    
    async function calculateProof() {
    
        const { proof, publicSignals } =
          await snarkjs.groth16.fullProve( { a: 3, b: 11}, "circuit.wasm", "circuit_final.zkey");
    
        proofCompnent.innerHTML = JSON.stringify(proof, null, 1);
    
    
        const vkey = await fetch("verification_key.json").then( function(res) {
            return res.json();
        });
    
        const res = await snarkjs.groth16.verify(vkey, publicSignals, proof);
    
        resultComponent.innerHTML = res;
    }
    
      </script>
    
    </body>
    </html>

    Further resources

    Final note

    We hope you enjoyed this quick walk-through. Please address any questions you may have to our telegram group (it’s also a great way to join the community and stay up-to-date with the latest circom and snarkjs developments) 💙

    License

    snarkjs is part of the iden3 project copyright 2018 0KIMS association and published with GPL-3 license. Please check the COPYING file for more details.

    Install

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