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), PLONK and FFLONK.
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.
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 v16 or later.
If you’re not sure which version of Node you have installed, you can run:
node -vTo download the latest version of Node, see here.
To install snarkjs run:
npm install -g snarkjs@latestIf you're seeing an error, try prefixing both commands with sudo and running them again.
To see a list of all snarkjs commands, as well as descriptions about their inputs and outputs, run:
snarkjs --helpYou can also use the --help option with specific commands:
snarkjs groth16 prove --helpMost 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 --helpIf 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.
To install circom, follow the instructions at installing circom.
mkdir snarkjs_example
cd snarkjs_examplesnarkjs powersoftau new bn128 14 pot14_0000.ptau -vThe 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.
snarkjs powersoftau contribute pot14_0000.ptau pot14_0001.ptau --name="First contribution" -vThe 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 pot14_0000.ptau, and outputs a new transcript, in this case pot14_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).
snarkjs powersoftau contribute pot14_0001.ptau pot14_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.
snarkjs powersoftau export challenge pot14_0002.ptau challenge_0003
snarkjs powersoftau challenge contribute bn128 challenge_0003 response_0003 -e="some random text"
snarkjs powersoftau import response pot14_0002.ptau response_0003 pot14_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.
snarkjs powersoftau verify pot14_0003.ptauThe 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.
snarkjs powersoftau beacon pot14_0003.ptau pot14_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.
snarkjs powersoftau prepare phase2 pot14_beacon.ptau pot14_final.ptau -vWe'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 generated using this procedure:
https://www.reddit.com/r/ethereum/comments/iftos6/powers_of_tau_selection_for_hermez_rollup/
snarkjs powersoftau verify pot14_final.ptauThe 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.
cat <<EOT > circuit.circom
pragma circom 2.0.0;
template Multiplier(n) {
signal input a;
signal 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);
EOTWe 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).
circom circuit.circom --r1cs --wasm --symThe circom command takes one input (the circuit to compile, in our case circuit.circom) and three options:
-
r1cs: generatescircuit.r1cs(the r1cs constraint system of the circuit in binary format). -
wasm: generatescircuit.wasm(the wasm code to generate the witness – more on that later). -
sym: generatescircuit.sym(a symbols file required for debugging and printing the constraint system in an annotated mode).
snarkjs r1cs info circuit.r1csThe 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.
snarkjs r1cs print circuit.r1cs circuit.symTo 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
snarkjs r1cs export json circuit.r1cs circuit.r1cs.json
cat circuit.r1cs.jsonWe export r1cs to json format to make it human readable.
First, we create a file with the inputs for our circuit:
cat <<EOT > input.json
{"a": 3, "b": 11}
EOTNow, we use the Javascript/WASM program created by circom in the directory circuit_js to create the witness (values of all the wires) for our inputs:
circuit_js$ node generate_witness.js circuit.wasm ../input.json ../witness.wtnsCurrently, snarkjs supports 3 proving systems: Groth16, PLONK and FFLONK (Beta version).
Groth16 requires a trusted ceremony for each circuit. PLONK and FFLONK do not require it, it's enough with the powers of tau ceremony which is universal.
snarkjs plonk setup circuit.r1cs pot14_final.ptau circuit_final.zkeysnarkjs fflonk setup circuit.r1cs pot14_final.ptau circuit.zkeyYou can jump directly to Section 21 as PLONK or FFLONK does not require a specific trusted ceremony.
snarkjs groth16 setup circuit.r1cs pot14_final.ptau circuit_0000.zkeyThis 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.
snarkjs zkey contribute circuit_0000.zkey circuit_0001.zkey --name="1st Contributor Name" -vThe 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.
snarkjs zkey contribute circuit_0001.zkey circuit_0002.zkey --name="Second contribution Name" -v -e="Another random entropy"We provide a second contribution.
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.
snarkjs zkey verify circuit.r1cs pot14_final.ptau circuit_0003.zkeyThe 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!
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).
snarkjs zkey verify circuit.r1cs pot14_final.ptau circuit_final.zkeyBefore we go ahead and export the verification key as a json, we perform a final check and verify the final protocol transcript (zkey).
snarkjs zkey export verificationkey circuit_final.zkey verification_key.jsonWe export the verification key from circuit_final.zkey into verification_key.json.
snarkjs plonk prove circuit_final.zkey witness.wtns proof.json public.jsonsnarkjs fflonk prove circuit.zkey witness.wtns proof.json public.jsonsnarkjs groth16 prove circuit_final.zkey witness.wtns proof.json public.jsonWe 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 or snarkjs plonk fullprove witness.json circuit.wasm circuit_final.zkey proof.json public.json or snarkjs fflonk fullprove witness.json circuit.wasm circuit_final.zkey proof.json public.json > ```
snarkjs plonk verify verification_key.json public.json proof.jsonsnarkjs fflonk verify verification_key.json public.json proof.jsonsnarkjs groth16 verify verification_key.json public.json proof.jsonWe 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.
snarkjs zkey export solidityverifier circuit_final.zkey verifier.solFinally, 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.
snarkjs zkey export soliditycalldata public.json proof.jsonWe 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 environment.
And voila! That's all there is to it :)
npm init
npm install snarkjsconst 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);
});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 proofComponent = 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");
proofComponent.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>Avoid using versions before v0.4.16. They contain bugs that may affect the security.
- Announcing the Perpetual Powers of Tau Ceremony to benefit all zk-SNARK projects
- Scalable Multi-party Computation for zk-SNARK Parameters in the Random Beacon Model
- phase2-bn254
- Perpetual Powers of Tau
- Powers of Tau
- Trusted setup ceremonies explored
- Simple react projct using snarkjs
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) 💙
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.