async def _offline_mixes_loop(self):
contract_concise = ConciseContract(self.contract)
n = contract_concise.n()
t = contract_concise.t()
preproc_round = 0
PER_MIX_TRIPLES = contract_concise.PER_MIX_TRIPLES() # noqa: N806
PER_MIX_BITS = contract_concise.PER_MIX_BITS() # noqa: N806
# Start up:
await self._preprocess_report()
while True:
# Step 1a. I) Wait for more triples/bits to be needed
while True:
mixes_available = contract_concise.mixes_available()
# Policy: try to maintain a buffer of mixes
target = 10
if mixes_available < target:
break
# already have enough triples/bits, sleep
await asyncio.sleep(5)
# Step 1a. II) Run generate triples and generate_bits
logging.info(f"[{self.myid}] mixes available: {mixes_available} \
target: {target}")
logging.info(f"[{self.myid}] Initiating Triples {PER_MIX_TRIPLES}")
send, recv = self.get_send_recv(
f"preproc:mixes:triples:{preproc_round}")
start_time = time.time()
triples = await generate_triples(n, t, PER_MIX_TRIPLES, self.myid,
send, recv, field)
end_time = time.time()
logging.info(
f"[{self.myid}] Triples finished in {end_time-start_time}")
# Bits
logging.info(f"[{self.myid}] Initiating Bits {PER_MIX_BITS}")
send, recv = self.get_send_recv(
f"preproc:mixes:bits:{preproc_round}")
start_time = time.time()
bits = await generate_bits(n, t, PER_MIX_BITS, self.myid, send,
recv, field)
end_time = time.time()
logging.info(
f"[{self.myid}] Bits finished in {end_time-start_time}")
# Append each triple
self._triples += triples
self._bits += bits
# Step 1a. III) Submit an updated report
await self._preprocess_report()
# Increment the preprocessing round and continue
preproc_round += 1
async def _offline_inputmasks_loop(self):
contract_concise = ConciseContract(self.contract)
n = contract_concise.n()
t = contract_concise.t()
K = contract_concise.K() # noqa: N806
preproc_round = 0
k = K // (n - 2 * t) # batch size
while True:
# Step 1b. I) Wait until needed
while True:
inputmasks_available = contract_concise.inputmasks_available()
totalmasks = contract_concise.preprocess()[2]
# Policy: try to maintain a buffer of 10 * K input masks
target = 10 * K
if inputmasks_available < target:
break
# already have enough input masks, sleep
await asyncio.sleep(5)
# Step 1b. II) Run Randousha
logging.info(f"[{self.myid}] totalmasks: {totalmasks} \
inputmasks available: {inputmasks_available} \
target: {target} Initiating Randousha {k * (n - 2*t)}")
send, recv = self.get_send_recv(
f"preproc:inputmasks:{preproc_round}")
start_time = time.time()
rs_t, rs_2t = zip(
*await randousha(n, t, k, self.myid, send, recv, field))
assert len(rs_t) == len(rs_2t) == k * (n - 2 * t)
# Note: here we just discard the rs_2t
# In principle both sides of randousha could be used with
# a small modification to randousha
end_time = time.time()
logging.info(
f"[{self.myid}] Randousha finished in {end_time-start_time}")
self._inputmasks += rs_t
# Step 1b. III) Submit an updated report
await self._preprocess_report()
# Increment the preprocessing round and continue
preproc_round += 1
async def _mixing_loop(self):
# Task 3. Participating in mixing epochs
contract_concise = ConciseContract(self.contract)
pp_elements = PreProcessedElements()
n = contract_concise.n()
t = contract_concise.t()
K = contract_concise.K() # noqa: N806
PER_MIX_TRIPLES = contract_concise.PER_MIX_TRIPLES() # noqa: N806
PER_MIX_BITS = contract_concise.PER_MIX_BITS() # noqa: N806
epoch = 0
while True:
# 3.a. Wait for the next mix to be initiated
while True:
epochs_initiated = contract_concise.epochs_initiated()
if epochs_initiated > epoch:
break
await asyncio.sleep(5)
# 3.b. Collect the inputs
inputs = []
for idx in range(epoch * K, (epoch + 1) * K):
# Get the public input
masked_input, inputmask_idx = contract_concise.input_queue(idx)
masked_input = field(int.from_bytes(masked_input, "big"))
# Get the input masks
inputmask = self._inputmasks[inputmask_idx]
m_share = masked_input - inputmask
inputs.append(m_share)
# 3.c. Collect the preprocessing
triples = self._triples[
(epoch + 0) * PER_MIX_TRIPLES : (epoch + 1) * PER_MIX_TRIPLES
]
bits = self._bits[(epoch + 0) * PER_MIX_BITS : (epoch + 1) * PER_MIX_BITS]
# Hack explanation... the relevant mixins are in triples
key = (self.myid, n, t)
for mixin in (pp_elements._triples, pp_elements._one_minus_ones):
if key in mixin.cache:
del mixin.cache[key]
del mixin.count[key]
# 3.d. Call the MPC program
async def prog(ctx):
pp_elements._init_data_dir()
# Overwrite triples and one_minus_ones
for kind, elems in zip(("triples", "one_minus_one"), (triples, bits)):
if kind == "triples":
elems = flatten_lists(elems)
elems = [e.value for e in elems]
mixin = pp_elements.mixins[kind]
mixin_filename = mixin.build_filename(ctx.N, ctx.t, ctx.myid)
mixin._write_preprocessing_file(
mixin_filename, ctx.t, ctx.myid, elems, append=False
)
pp_elements._init_mixins()
logging.info(f"[{ctx.myid}] Running permutation network")
inps = list(map(ctx.Share, inputs))
assert len(inps) == K
shuffled = await iterated_butterfly_network(ctx, inps, K)
shuffled_shares = ctx.ShareArray(list(map(ctx.Share, shuffled)))
opened_values = await shuffled_shares.open()
msgs = [
m.value.to_bytes(32, "big").decode().strip("\x00")
for m in opened_values
]
return msgs
send, recv = self.get_send_recv(f"mpc:{epoch}")
logging.info(f"[{self.myid}] MPC initiated:{epoch}")
# Config just has to specify mixins used by switching_network
config = {MixinConstants.MultiplyShareArray: BeaverMultiplyArrays()}
ctx = Mpc(f"mpc:{epoch}", n, t, self.myid, send, recv, prog, config)
result = await ctx._run()
logging.info(f"[{self.myid}] MPC complete {result}")
# 3.e. Output the published messages to contract
result = ",".join(result)
tx_hash = self.contract.functions.propose_output(epoch, result).transact(
{"from": self.w3.eth.accounts[self.myid]}
)
tx_receipt = await wait_for_receipt(self.w3, tx_hash)
rich_logs = self.contract.events.MixOutput().processReceipt(tx_receipt)
if rich_logs:
epoch = rich_logs[0]["args"]["epoch"]
output = rich_logs[0]["args"]["output"]
logging.info(f"[{self.myid}] MIX OUTPUT[{epoch}] {output}")
else:
pass
epoch += 1
pass
