From ed856dcd4489e58b7dbc8466b271c23d0b42c7ce Mon Sep 17 00:00:00 2001
From: Chih Cheng Liang <chihchengliang@gmail.com>
Date: Fri, 10 May 2019 17:12:52 +0800
Subject: [PATCH 1/3] add basic benchmark

---
 scripts/benchmark.py | 83 ++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 83 insertions(+)
 create mode 100644 scripts/benchmark.py

diff --git a/scripts/benchmark.py b/scripts/benchmark.py
new file mode 100644
index 00000000..da8438b2
--- /dev/null
+++ b/scripts/benchmark.py
@@ -0,0 +1,83 @@
+import secrets
+from time import time
+
+from py_ecc.optimized_bls12_381 import (
+    field_modulus as q,
+    G1,
+    G2,
+    add,
+    multiply,
+    pairing,
+)
+from py_ecc import bls
+
+LARGE_NUMBER = 10000
+
+N_VALIDATORS = 100
+print("Gen priv keys")
+privkeys = [secrets.randbelow(q) for i in range(N_VALIDATORS)]
+print("Gen pub keys")
+pubkeys = [bls.privtopub(key) for key in privkeys]
+msg = b'ab'*32
+domain = 5566
+print("Signing")
+sigs = [bls.sign(message_hash=msg, privkey=key, domain=domain) for key in privkeys]
+print("Agg sigs")
+agg_sigs = bls.aggregate_signatures(sigs)
+print("Agg keys")
+agg_keys = bls.aggregate_pubkeys(pubkeys)
+
+P_G1 = multiply(G1, 100)
+Q_G1 = multiply(G1, 5566)
+
+P_G2 = multiply(G2, 100)
+Q_G2 = multiply(G2, 5566)
+
+
+def profile(fn):
+
+    a = time()
+    n_sample = fn()
+    total_time = time() - a
+    avg_time = total_time/n_sample
+    print(f"{fn.__name__} avg {avg_time} seconds")
+
+
+def adding_G1():
+    for i in range(LARGE_NUMBER):
+        add(P_G1, Q_G1)
+    return LARGE_NUMBER
+
+
+def adding_G2():
+    for i in range(LARGE_NUMBER):
+        add(P_G2, Q_G2)
+    return LARGE_NUMBER
+
+
+def _pairing():
+    ln = int(LARGE_NUMBER/1000)
+    for i in range(ln):
+        pairing(P_G2, Q_G1, final_exponentiate=False)
+    return ln
+
+def aggregate_keys():
+    agg_keys = bls.aggregate_pubkeys(pubkeys)
+    return 1
+
+def bls_verify():
+    for i in range(10):
+        bls.verify(msg, agg_keys, agg_sigs, domain)
+    return 10
+
+if __name__ == '__main__':
+    profile(adding_G1)
+    profile(adding_G2)
+    profile(_pairing)
+    profile(aggregate_keys)
+    profile(bls_verify)
+    # adding_G1 avg 3.800830841064453e-05 seconds
+    # adding_G2 avg 0.00018580918312072753 seconds
+    # _pairing avg 0.12307929992675781 seconds
+    # aggregate_keys avg 0.041207075119018555 seconds
+    # bls_verify avg 1.0701230764389038 seconds
\ No newline at end of file

From affabe83e4ad046dcfaaf2d85ab765157eb8427f Mon Sep 17 00:00:00 2001
From: Chih Cheng Liang <chihchengliang@gmail.com>
Date: Fri, 10 May 2019 19:21:12 +0800
Subject: [PATCH 2/3] mess up more

---
 scripts/benchmark.py         | 122 +++++++++++---------
 scripts/constants.py         |  26 +++++
 scripts/fixtures/data.json   | 208 +++++++++++++++++++++++++++++++++++
 scripts/generate_fixtures.py |  55 +++++++++
 4 files changed, 360 insertions(+), 51 deletions(-)
 create mode 100644 scripts/constants.py
 create mode 100644 scripts/fixtures/data.json
 create mode 100644 scripts/generate_fixtures.py

diff --git a/scripts/benchmark.py b/scripts/benchmark.py
index da8438b2..592b7e00 100644
--- a/scripts/benchmark.py
+++ b/scripts/benchmark.py
@@ -7,77 +7,97 @@
     G2,
     add,
     multiply,
-    pairing,
+    pairing as _pairing,
 )
 from py_ecc import bls
+from constants import (
+    data_path,
+    msg,
+    domain,
+    P_G1,
+    P_G2,
+    Q_G1,
+    Q_G2,
+)
+import json
+from eth_utils import (
+    is_hex,
+    decode_hex,
+)
+import timeit
+
+
+def _is_hex(value):
+    return isinstance(value, str) and is_hex(value)
+
+
+def convert(value):
+    if isinstance(value, list) and _is_hex(value[0]):
+        return [decode_hex(v) for v in value]
+    elif _is_hex(value):
+        return decode_hex(value)
+    else:
+        return value
 
-LARGE_NUMBER = 10000
 
-N_VALIDATORS = 100
-print("Gen priv keys")
-privkeys = [secrets.randbelow(q) for i in range(N_VALIDATORS)]
-print("Gen pub keys")
-pubkeys = [bls.privtopub(key) for key in privkeys]
-msg = b'ab'*32
-domain = 5566
-print("Signing")
-sigs = [bls.sign(message_hash=msg, privkey=key, domain=domain) for key in privkeys]
-print("Agg sigs")
-agg_sigs = bls.aggregate_signatures(sigs)
-print("Agg keys")
-agg_keys = bls.aggregate_pubkeys(pubkeys)
+with open(data_path) as f:
+    d = {k: convert(v) for k, v in json.load(f).items()}
 
-P_G1 = multiply(G1, 100)
-Q_G1 = multiply(G1, 5566)
+pubkeys = d["pubkeys"]
+sigs = d["sigs"]
+agg_sigs = d["agg_sigs"]
+agg_keys = d["agg_keys"]
 
-P_G2 = multiply(G2, 100)
-Q_G2 = multiply(G2, 5566)
 
+def bench(func, seconds=2, repeat=3):
+    stmt = "{0}()".format(func.__name__)
+    setup = "from __main__ import {0}".format(func.__name__)
+    timer = timeit.Timer(stmt, setup=setup)
+    for _ in range(repeat):
+        total_time = 0
+        count = 0
+        while total_time < seconds:
+            total_time += timer.timeit(1)
+            count += 1
+        yield total_time / count, count
 
-def profile(fn):
 
-    a = time()
-    n_sample = fn()
-    total_time = time() - a
-    avg_time = total_time/n_sample
-    print(f"{fn.__name__} avg {avg_time} seconds")
+def report(func):
+    results = "\t".join(
+        "{0}\tsecs / {1}\ttimes".format(seconds, count)
+        for seconds, count in bench(func)
+    )
+    print(func.__name__, "\t", results)
 
 
 def adding_G1():
-    for i in range(LARGE_NUMBER):
-        add(P_G1, Q_G1)
-    return LARGE_NUMBER
+    return add(P_G1, Q_G1)
 
 
 def adding_G2():
-    for i in range(LARGE_NUMBER):
-        add(P_G2, Q_G2)
-    return LARGE_NUMBER
+    return add(P_G2, Q_G2)
 
 
-def _pairing():
-    ln = int(LARGE_NUMBER/1000)
-    for i in range(ln):
-        pairing(P_G2, Q_G1, final_exponentiate=False)
-    return ln
+def pairing():
+    return _pairing(P_G2, Q_G1, final_exponentiate=False)
+
 
 def aggregate_keys():
-    agg_keys = bls.aggregate_pubkeys(pubkeys)
-    return 1
+    return bls.aggregate_pubkeys(pubkeys)
+
+
+def aggregate_sigs():
+    return bls.aggregate_signatures(sigs)
+
 
 def bls_verify():
-    for i in range(10):
-        bls.verify(msg, agg_keys, agg_sigs, domain)
-    return 10
+    return bls.verify(msg, agg_keys, agg_sigs, domain)
+
 
 if __name__ == '__main__':
-    profile(adding_G1)
-    profile(adding_G2)
-    profile(_pairing)
-    profile(aggregate_keys)
-    profile(bls_verify)
-    # adding_G1 avg 3.800830841064453e-05 seconds
-    # adding_G2 avg 0.00018580918312072753 seconds
-    # _pairing avg 0.12307929992675781 seconds
-    # aggregate_keys avg 0.041207075119018555 seconds
-    # bls_verify avg 1.0701230764389038 seconds
\ No newline at end of file
+    report(adding_G1)
+    report(adding_G2)
+    report(pairing)
+    report(aggregate_keys)
+    report(aggregate_sigs)
+    report(bls_verify)
diff --git a/scripts/constants.py b/scripts/constants.py
new file mode 100644
index 00000000..afb3822c
--- /dev/null
+++ b/scripts/constants.py
@@ -0,0 +1,26 @@
+from pathlib import Path
+import os
+from py_ecc.optimized_bls12_381 import (
+    field_modulus as q,
+    G1,
+    G2,
+    add,
+    multiply,
+    pairing,
+)
+import secrets
+
+
+data_path = Path(os.path.dirname(__file__)) / "fixtures" / "data.json"
+
+
+N_VALIDATORS = 100
+privkeys = [secrets.randbelow(q) for i in range(N_VALIDATORS)]
+
+msg = b'\xab'*32
+domain = 5566
+P_G1 = multiply(G1, 100)
+Q_G1 = multiply(G1, 5566)
+
+P_G2 = multiply(G2, 100)
+Q_G2 = multiply(G2, 5566)
diff --git a/scripts/fixtures/data.json b/scripts/fixtures/data.json
new file mode 100644
index 00000000..571c7c08
--- /dev/null
+++ b/scripts/fixtures/data.json
@@ -0,0 +1,208 @@
+{
+    "pubkeys": [
+        "0xb053e3fc4ba337f2ea0e166655d712733300ac0e406ef67454ce9e692354e77fc91e9cc127b0612dd1e2af22c0e8e596",
+        "0xad97e96cbacdb1f8be91f9e7887ee2155666009a8e2e09da8da236f7517220955b29f54351d2881953e9a3a7f98a5171",
+        "0x8262ca44c00aabe1fc6c2019b062a18e33f135ac9eaa900e6f55d89d831a6b874760905902aa4266c7b8f4927c8f3d47",
+        "0x84c5e81ca3e47fbaf5e2155bdcc1dd37a24fde13f08f17961828600d9355dcc40d7e11718268048ba010296c66a253e7",
+        "0x81522694039185fe22944fdf4ddf1ffc4133da03d912a81565396f82878c8d2e6fb5551e445a206889d098d1c5f9a76e",
+        "0x984eb084f6e9e4cdeafcbc11c6471848d0330e1b950aab79677e87222fe8f4589775b004458e300ab25bd61fb756a132",
+        "0xb2a05bf09c6c06a558cebddc2fd19e65601c8475e2505df61d0b8ef0bdcf59c1057122a586fabf42143b629b304a90ca",
+        "0xb4d8063232d98af5a7781e4f9862389e886e36e5314fd4839a9f48d5aae2ccb77b4fdde604662a8e027396e2c3e280a7",
+        "0x853c6327c517d3a73ac174f89fa976d8070455529f380986ed3814178d0624b8391becda326bc1b89eed36029cf3da4f",
+        "0x86f7799fac9726bc9d795658ab62311844e7f35416ec90bbc549bdbff0fc61d37ecccd238fd0cd34a4f57882302a005e",
+        "0x9536fb7d3b559b2bf9c288db8b12637b8739ac5705e08b15462ddf64ba3916302179966fc66568f250f9d9bee301991e",
+        "0x876eca62d08b149316779af27515c58fa303da4f4e04bd59415c0b2c59f82ed637418d35774b6a7852a157673eeb0fcf",
+        "0x970f6abca53749ee2b004c25913ff1400defb76054bee6dd0b4d5f73414a6099a556fc740f06208a2e68ad0d0ec89794",
+        "0x90acc2b7970e8e6b55896997bdb015dec023f2d36b78623185db4640a15f62197f75adff1bc85d73dea562036acc1b8c",
+        "0xadbae815098760e6b6eb7fafc0e30575762db108e1915cfcb3ea006110c89487d5bd1b6b31ef059d8e782e097766aae4",
+        "0x9023bc946ec42525a4984d01ba5f08cb8c293464410c739ca3b1dec62657997ff70981982e31b0abcc0aab866563b01e",
+        "0xb1185c03bb3f2a62952d867108cfaa83ea3128a328ce97c8287594f59758801b301c6bfc04e5bc3effd2f8b0bbd2d26f",
+        "0xb794d8901bd1a0c9366a603ad0f22febb34a25c7baace35b9149dbf54a3bd78c7e2b19364236324b991dde2988bfc594",
+        "0x8b8febd3c4a642db476059f81846c2bce3fa6d4139ceaa099a71544e1b502af053bb10961d186d8db3398b51a4369371",
+        "0xb2224bcf90abe2f4af258f4eb76cd8b5301f70d803640c6e5e6313ec630b74b5024048d2f73ed0655574535ab6519ea2",
+        "0xb3555d90b34e7728bca8769706f5ffa8d54c86641c6a2cc1b6064d8b6bd34c24d2c0776cf9b409a75d7b388f29c9103e",
+        "0xa6624243120b5c282bbb05c5cee48d82dd668e1ffbc7dedc55c0ebeb53cda0a42cea968247eaa0063c74d5fc96932cc4",
+        "0x85818711fb573f3a1094f47760c79ec15f302702c69ebbe6eee28dbeae7b4d64ae468f01c36b9fd7e1f52e85a648aa1c",
+        "0xb0d9e8daf923d3725c8ac08ad69459741167c3a0d10de7496d349b3e3d59eba0aa1eb3bc9ccad9e77e10e6a2f182bf55",
+        "0xa9b59675825c6aacbde764eb7d51a0e0b1a57eaf06a306c6a75105edcf528010f230923909f46fb4dd4953617207abc5",
+        "0x91097ad93cf0b881ad1263045e816cb83e098a810a10fcbb1082518bf29a47db0b15f0bcbf71113cb674b0f4596fddc7",
+        "0x931d3fc8e2f2254bf8c994d3f33ae15088e7d04f77179bbeb34a5ec4c44ef5e6380972743ee55f0431a0852a5cdba773",
+        "0xb341e1336b44c998f990d346cb60e7eaac33fc8a41ad568202cde28c2f01079e13c169a6bc3de0eafc9550f9c1cae9b5",
+        "0xb7e5a31b0e56a316d0c218722cafb559b16343178cf1a3b36ce10154993915799d0f6918f354d3f3df7a15b84f2e094f",
+        "0x989d3e22986040a9c37c9a619675199f0df75b95c7ea9a8cfa2630e1cdfe4494e7f7b36f24be2e08da02f629ad60fafb",
+        "0xad4e0a67c61daf7f8a4b96ccb500f005d4898bc2f4a3069503ff02fa43d8cbee598dfc67abdce33d6f7fd03188a4a844",
+        "0xa95e86a382e802b3189b9b0c14fcad476c7572caaf1e4effb6595c0ae3777ff696212ec6474ac95e667ced25e18b789c",
+        "0xab2e721c2bda10895297e5bbcab2323f4b5cf6e19e161464cb4168fc8cea75d1334b0ae21a9b1ec5f3d07d4928035929",
+        "0xb20c4762dc73332a05a3f765c7e49475e0f6d80660bd141baff80bd5e7a466bce8ce3126aef55d08ace1ee8bef45524f",
+        "0x8421f8aea9cda3670036ad6e8b8f63f6427137b46c1e2a07ea53b9438471410fe4567c0cc1a69f3628e0a32d2f348689",
+        "0xa1614397b3606977265cc3fa09e8d6be87d12664b937235b2a267640560ed86c1f61f0f02b3023df5c3e5a8c7f2c9110",
+        "0x8d8837f86f8ccff837d070e26171aa1b910746fb816fd46104c42f7dba6ef07081011a9d6031b0ba0727889d2acd1886",
+        "0x8f3e708fbc523e694c11b538d212aa74032e7227a73c40259ebb33c8f90d48d788f462bd2608a60179e821460988d328",
+        "0xb899e15503c5a97180a831b4870ea4d4c6ef0792df031fb97dff340eff744619ace13ee31d5fb58b30388b3850b9237b",
+        "0x891fe8b41ce8813d9f80275136e8e019717c5eb37576bcea28d766fda7d33d09d29d9d8a229f8643cfdb9217f7fe2321",
+        "0xa8b9a4b7b76ed53e674dd935644cb4fd3db35cefbbe4fd160890241bbbb1fb30fca9c8082f796092a1e2a9f8d70e445e",
+        "0x85147260642f90a2408e10c1a69fd043577a464ea460e9b50a21b6938d0df134c63aed8dce3e5f40c3b10e6d432bc554",
+        "0xa65842bd64c2c8495d627de934226c79f9d7e29dec388dbb4e04d134d8bda415ced4e0c25f934f3d400394f96ef7070c",
+        "0x98bdbe2b96f310cb2beaf8eb04a428286e85dadec5c464c65276a2b7ad555c446e437b738f5e8444368d7da13afe42ae",
+        "0x88a496c0f23a416d62ebb689f057685b5f8d2cd57b1dfd8b1adfb31ea5173f3e1651f7db3dfc5df1dbca93e06729bbce",
+        "0xa2614b22385e4bb05c9d38f25c088af370517a387d79778c060af39cc9f060d8180d5ec76671960e4bca579ecac17bd2",
+        "0xb67100cd4d72d098fed408f747bc5a7f841b5746fb89552f521d7902594c368978ed24e57f8231b26de1a9de2832cf76",
+        "0x95c5e5a319674980f0636e5b5efd8788d4d3618cb87609c374af7e37b5f20ec6c7cf31de2d316fbd7fc71c8da47d18e2",
+        "0xa72ece05db9cdbd5e084b3820fab7561841a3d0d275c0ae0be035f0f660772b4cfbef2fa1e4aa6ac45ae02870e058435",
+        "0x97b2dfb148f982e5845564178276eca1dc54f554fcfa55cfc9e050315b0d4e0acf40e5cafc4cb0df9949995b3f4f8f80",
+        "0xa7f200fab88d7e2d1e6a4d2ece40a7908e22f988a83d17a64dddd03b6aead3f0799c98e27df7fce000e047c0b81d9846",
+        "0x802bd81bfffcdd2d43eb4dfcd42dd46ae154b4cc0e817807f07f0a1329934b61101693f2cf0e8c7ca2323b6f7a397d08",
+        "0xb9f51ec1cb5f7fe982f39c609a29587749bc893f372103428604e88c52fb44f81585163f353473f71dd3577dd2cec106",
+        "0x82acf6dcfce6ba2aa3c564ea6298a72cf0588262ddf0824e66ffdad45db6c80dc24ceb0b000a15b2362e158a5b498e05",
+        "0x9728b4b7b3befe1d7486584f9ec0cfb5f46eba6447bd4ae97593bdefde9c79506286a1d1e50d40c8ae24184919c86358",
+        "0xb45c7b8efe21a639d77812fbfe86680fdceb84935ff15721e08499cff9958edabba46d4ee78bfb00755674f910f8cecf",
+        "0xa1d0861a4eaf81f930b008bfca2474611d019ee26bd37086b92d3d6867cfe42e41388c96a56f1c3352882b30ba0ce842",
+        "0xb3e4d701f4c4cabe2bfe7b456970c7852a4c5c7af568ccc64569966b73477e9e659771de5705b04e8d3716dbca836963",
+        "0xae45db3183a9c472a1a7e0d64d77d97087a169109fa6589076cde46801e012d121934c300337e98316a4cdd851773b55",
+        "0xb609b51c4ac558de8b8da1deab4d55653eb3977e9d8e0bae206225ad756d7fe32000c9d68c56cd1e0c3e24c3caaa7e6a",
+        "0xa4cfefeaaffa3e70b897a6b3de4856714f1c47fed0e51b77e82741f3d39d5bef06da035a82c577ae41cdcbce2ed554ba",
+        "0xb67321d8788ee94b29fe925963416a48726a4e8ba8f87d804f7df6cf75ed92b7cc089fbabca95ea3bcb62d4c7058596b",
+        "0x88a00d7f9f9b241eef1f3730fe2c18de5ae8f3de004ad0cbd02d9c50de9e1249e900a73663c748237dfa0b38ebdf2f15",
+        "0xae2f213ad2846965ccdebb608b0686e5bf3eb2d76e43f6d3f55ca2d07c9bbcd88ae8695bed2a31538794a8eadfbfa7d4",
+        "0x89a46e762b5196857137bb313c75b9d0f3ae338484931802280aeb4ab76befe22a2d644100d6dd6ac92178bd18c84da0",
+        "0xa7de99130bc48c65642d79566101655afd16a433d861f49882be9c5705c34b866443c290736409e4b5cfceeb20a1ab78",
+        "0x92e716eada60a129045ea265236471efca765db38ed9c16bafcbe01d381ad1be3acb3b866ee808fc7ac71511a246f2f8",
+        "0x89c1612cd6db936753e9e32ac30052d1bdbe6d5f03a1e97bcda35a1a15e5272c516b0b59397ce261eb8d9b9bdf3f4488",
+        "0x9582d29e32325eda3a1818135a6f2489eceee1821af100df2e31f9c2eb9ae7598ba06028211b677451305c65a14e44c2",
+        "0x92561e004860aaa19b47c4fa516ec42baf8911b74f26581e90ce14eb67749dbf8e4e861934f0017e42b5dc7616e31afd",
+        "0xb1919c4ed73e61408b323c62b4b2c880a8285b00f69f9a5636924daba6ffcb8d0cbad03f6e0947a9e60c73febeb1169a",
+        "0x91f0c8e8125701672a0058677544d9ae7288521894d3610f68308716d8fba900b5faede12f55a02a9640e010e1cb5153",
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+        "0xadc453ce286a498194fcb9086efca2e46e481ab7cabf39aef60d7c92f6d46470eca2e0602dcbacc220e68c8dabda81e01089cbe7743abacec1c2a3da8543c218c299f26a009fb3b0f9078d11c1730bbae9cfc0062aff65fb67bd41d90bb1d346",
+        "0x85a0a6e8b619e184279b462c0a6325109acf737c75dd11dbbd01cb00eb97337175a5671b139c8681bfa31c05285d968e0891a4a31a4db750f603dd687e3943cce5f20c99752e77fc1cf0aa413de2206694c5ad4e7ab9e8b68c6a7f5854dbd9af",
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+        "0x8151edad362be3d8f2a32f2ecfb3380421557a40c594741623b6c9fdf4a16c0e9aff69e364ae2b31e0cb5d4a5e98594a0ef058655f596dd703364ee75ee48f39068121675de080b29e4dad8d72e2818dd7146e31e59ebb4ab2f4a4de50ab908c",
+        "0xaa84dc3d32073514dc77e951b53c2abe317def69ddb6d63939aa31fc250f841407277242eef2d29005b56ccd1ca7a3740c971c50e6682cff51df8848aba6b8c662fcc5a185237a0c7bcad851d4ef28315c7c568eb4604dc8ee50d9bee59a9b61",
+        "0x8e09f51f75d161cd2b9ba911da394b9694b3af2a47d72fd0d7352650f004250648807903ab02cc6d870086c52f8d748a001aaa2e0ea9e93c900b0d6ecd8582fdc8e8622df167207a7c2e0d52505a1449ec44a461195e9b9a274249260639dcf4",
+        "0xb9b16d46f8cad5844e945c58af53b39b320164e3b99d08b575792a1611ed062c3a4b6cdd58cf60793f83348e791891f015621509d8bf2bafe6730b63fdc9be8d76dc8521b4ac32f1eb70f501bbc22b92391261615ab267a10ac60c771f0cb9f2",
+        "0xa4a4f6529068f0805352e7cd65184605dc9563d538b577b6a11bc31002c9027701e65c7ea83dd0f842a9a19a9711d53d0085de745b858ae24a451c12347c59a1360cec31eff951cf452cb1d9457952a5f267796ed9beb771189c8a378abe8cde",
+        "0x8f4e607a5d151570124792a4372a7904122a01b2d77e5e22d96a73c85c7421569c252eae77cae7ff85b88ea978439e7f064e78cdb6c5797bea43b617e0f78ba4685342e967502d9c2dc016fe74cc98eec2563cb7a2f81bcf9e706428af5a8e78",
+        "0x94ba66595f250a8f8b71996b918ef5e3c2024b6a5e8625745a823b8adb928ff2c8a9e7663a175c66c8c88ca9bc2eb3bf11083d535ae7d58de780b4d2fe2ca8bacdad6ca801f3956cc3f1ca4a7cac8ff5e773c25d612f3b6e8db027a2dc759b81",
+        "0x994b86d9f165a8278bc6629bcb3d10a4793fd4f944acd680827f74a73a537926bc61b2c9dc2a6d1d74b8c6e714eb7dab09c142bd30779779322b5622635566998e4c9cb50c77a5b83a82b7a8ea3184acf76e7c567b43519f1dab14aac694bec2",
+        "0x9585f1cbefdcac73cda67fe8df6cb84a9e5b1f87070b5df0cd21eb5958b7c6bbc6f86f395c012ea5d7db084d2c03329810affa551cf8915484e50ac3698d0cc6cf870b2b429fa11635cda8527e234f19d300066825f0fa8bd0f2e2ca4c869077",
+        "0xaf1bb901947a1ccc0dcded9961b2a3294b8a7220175aea958e555a5faee875237240c244f1d8edd5e860ebaa03b37823133aef0c2af29a55a50ff292c231c560744ddcb0cecfede94b557a7d4c10c23342a55123850a51ff7fc0ad163f58039c",
+        "0x8acb9be3813f339dd3599ed03c1fb88e96552aa64eb4c13cb87ee97f3cbbca49314209974feb8787101959a1df42fcc6057b5770d887405f164be250aa8ec4bb68b6fbd17508a38f59af20a58f977de9912506c6c0c7312fc648bbb164493632",
+        "0x853c2dc8daadaa32d699de3aca18ce57267588e27e71c74d3c3a3bec94bfc8e63da17ab1d802791cc3c9cc42f8bb58491296c2609515efcc9bd555dc136548a06bba737952062a558a8e2a1038e3a747cf5a69c0fb6550d09ece604558d12c63",
+        "0x825235b9aa5a2884992fe43bd77d00f8bb32f8e6ad059e1ad71c384f7c6aaa1c0f433e4e89293f7edcdf9a405df7f46a02bab8a23f867db9622e92b4a41a25dd8f4b1389f16e6d6f07a5113c97c360a3f9455183a732ee5cfde2a324fd1f4dde",
+        "0xa7c2f7008a0ce06123d49a601dea8b8f9a2554882605c210bae4acbf626ac01c119bdcf83a1498ec93b55ac5dc0e014818bd485c60800ed29e14c0b923c65a14d0b56558fc86323de62f4f45159445cf3a3ce0b0ef17f87b03649153e4b9c214",
+        "0xa7c471e801e1d334dcfe504b03cb1d593c112b6d4a40ffdb7c8dd8a92a26e098166d61cf7d1244740a773bad2cc9cd640a8a363b62d28ce71c9deeb7ae1f2934e06e9c4687703bd52320c32cb3133b2240503744730a764114c0dcfcd7b2d29c",
+        "0x84047d637d7031ece9651aaafff9f5644c542beead04b323a76757e30b84c1150f513a352e9de851ea16511d3b0dd75c041d0f2396d15806758da2504997bf2456328a78373ad936c6ae8a933fb18f6d857a4415634c6f9ebbd5a49a86faffb9",
+        "0x93423d313769a0bae18f4a1eedcfe9bebb49483ac10b28ffc9504dde110a3fa2848ab77c923ef45fc209069889d1561c05559a4a8eee0028fb7fd68cd2e711de6baac6a57f03d5f172e9724b1e3135b9e648869504acbd650b16a295ccbf148a",
+        "0x92f763c48d50ec795003c4ddfa98bef1b354090f0e93a62ca0a25ce4d88f17d0c9a675325046d255ad03c230fd305d9819cfc0550156a8441c1bb30574272ab6239cc2760d211d3db3d339305b9018583259237118c2fbb7e9e3dd657241820e",
+        "0x873b99a1856d450d466325b028221beaf581741009f44cd04e90f3f7f50d24ee7d40e8c1d9bae6b6716fa7970bb473f5184eddcd51ed638d335bd68b3f612a58491c713c495ad4a73cfccd37a10c2ecb036b08fbed6ca62e4842ed705608094b",
+        "0xa2d2a5b4341bc03428a9a59af1931296e48fb0999f1e5536d8832abedd568317abce9b0d1809ed10f37a308d2ab36cf30e00865dbd223ff0b86c6fd6afe1ab81935fe6b07c4dbbd5c152821cf80b13acfb7472ac6d485c8a3e79bc5183156af6",
+        "0xb9b1ae0d7dfac939d3bfa8e4166cbb3d3f906024347df8630f564e5dfd4cc7e2af5892920e9611bcd65d44c7848cacf2007923e8e02ffd9e59b78372f1a15301729c03ca36f6fa569b3b93dc9b6a78be143c5d9184615834c7923dec3f2e875a",
+        "0x85c9b948f49fd24822f36e90decbf12363beb295c787a870b319e2995ea3d6d06d8f10aea72b88c87612f6039d5973380e1b85b0dadf136929efadbb6e966c73805d3a41b10fbb26d6ac12f01856e701c5ee9195f1cd42bfd428c39c54226ff0",
+        "0xa067d3120ee2991d9c64d27641969a7838c8b85226e257ad466241e0e2cd1658d32902dfd3bd2ef3f1db9faf420bfce417cb4a3b5563b0f2a718ca7cacb203a2a0d907917bf797ae21084a4ad53229fcb5a17462a27f9ad2c9046633480d19a1",
+        "0x97133da132e320f0e5f996d3361bb081b9e9466e1c5941a1db439a73ba8ffba89f46c1198785dc8f3fb8d03bfe9c04d111c91f9a6b84852de4bde18471db6956f77329c5547c4bc848de1d685d54d4eb541f2cd5c0b403c76e2d34f9251d78d1",
+        "0xacd709e8d5bee2649a5c96c7849ae36716b44a53ef34bf308aca92cc348ee03a1d9b8930ba07208698a409b4bef54f311542c2bbe4897e17b9938691660a816136ca5faa7491fe2e1555db8c17630d6e22e728baa07917fb82d085ed0aee683a",
+        "0xa335bd563f2860811750032947b5ed11c9f9bebffaf1c304478b9b432729fcd6b4c392b9c80d2767c1b0a9eb506bdfc20d54f8d3202b29db25bb9fa5e1155013c109225c871f29f33fe527751ff20d3587268356039b0bde9f9f388922283065",
+        "0xa53d8df22495a1ebcf637f9d6d47573b0cbd2736835fa5a917a6f3532b512dfe038099169e6ec93ff87ea00e2b3df14e15aa3ba119cffec81064708acf9228df16f8926f500d57a3d6cda60e758c5287cc284d23d518c7b3be911695587bb308",
+        "0x8015db7bcdbf4290edea9df8bce87a491bbc477674aa6a81bd9b9dc722e692da90b8138125f2791adeae943451952f0c02f07a140b047a78349fdaa93a34db5ca46766053661470c08bc108b5827c646ee65e32d394fa560b01e715de757b3cb",
+        "0x850a16597bf34968801f0e06b1409f86b2f9b4985a08e96d70bdf402609ecd89bb9549357d8da7356559d4c0fffa30421925001ebff69e7e0ac7d13c0c1436c247209f00823543ae28df7fd4dd80c541f166850ff71ee4ab3b2979f1b650240a",
+        "0x8dea8f58b27ee9bff4145ebae62e2a8074f719046d5e01a13fd8693c7225c28d0d21b4fedeb9e9eae5330eb4703c7a350a7669b882e13bf5463269c96f64e377da4c93403dd7b9610a59b6d3963d85c1682385f56e89f69a09c6dcdc77ed5c8e",
+        "0xaf7e8fa3b47301c98535faaecd8b29a6f2da4a6fa4963d7511dc2f44807a36428dd0140005312bf4314b0c19d68e062c195e420cbf06c1af7dda544d66ab4f02f20a3c31e10d5b253d56536f849ef1b5c1ea48dc4c2a141c804d5d8bc1c831df",
+        "0xa248414e7d0cff2cd27625294b42803e1f21debdf5188306fbce11c7dbe5e031b1d4d5a1bc66c1e193175654cfe397b60db383dcce973cb84d977a8b2326cc40fab65e6d74017cf4d6329833ad89a6a15c0fe1adf281395c0b19b6c0c7d334fa",
+        "0x8f4e48041ef9fd82885789ffcd3e5258c60560254e6d66bbc50a13dcc12dfcdc070ed931f0f78ed9b6b3ab8480db0a680562c26c758f53e7b182a62a0de181ef7013e86fb0be63ee1576287f74b0d3addc2109564c4b972b262d28a0a2eaab6e",
+        "0xb4cd61582739de891906b7c4f5409d3ad0e0bb23769a96bbe7fa6db95d632a1779644c64a1da6f6e08a5027df1d63ffc047ed1a4790ee898941b538942deba66c587e0cd3b1cbc2064cd9dd759d675c7bc73560f69bb6943c54973d3254d61c0",
+        "0xaecad6ea740146d18d7b3c54d211b41c97664f4af0f89f1c5f2a23c6a76b791ca405f6ffc46bf3faeda9a0ce38496f581430aaf00c6cb7af55bf577cbaad82791ba62f25638af13baaa68b7564754286a1409d642b075959989189b9083ffd5d",
+        "0x8ecf88270d806a9d5619f404303e00233be0ce7c3527d4ed28d064963829fdd2fad7f7f952eacac8e056ebaadc3125330fc922227fb78fbc3ad72492e7ce44e17e4e59375b4f50bbbeed912aed5fea9453808c9cc8e915789b9590400695f7ac",
+        "0x8c65d0cc6d0567cee0650b7b30834bff7bf90a828e448a7952ca174744749dc8e3116bd157de75d3407744bc5a9e89130f0a07d10a1b204fd4039e6a862670c55e197ae0caaebee3b871a4d9012f3c812a99a8ed05fc8e1dd23c635144f7b9ce",
+        "0x8e37d096bcd19dab0f5fc66450c7dad974f24ac6bf8ff9c6bc5b294961b9a446c9eadf700868a6a6255792de633e2a1708510afad83671f563cca08954ffc794d501cebd60024ab29ff169d355767a6bb8d19e0ff72eb184330e2400b9252215"
+    ],
+    "agg_sigs": "0xb636ff2f9a4e009341d0bce5bc23e89d597fbc2a24869ddedfdfbc0db676347f06756c8d904a3edace97d3ff60ae56651179310e2e71bf6bcbaf2f9339f10d0d3d0d7ac36143c4de9aeb401fea16626ee480f8ffdbfe8efd130695334e3e2fd3",
+    "agg_keys": "0xb9f70e3eea157a1515a8d79aa1f1c68e17f32902ffe3df49216a1c25f31e91589253768e58335b8d5608d06a92d037a3"
+}
\ No newline at end of file
diff --git a/scripts/generate_fixtures.py b/scripts/generate_fixtures.py
new file mode 100644
index 00000000..2f6d8101
--- /dev/null
+++ b/scripts/generate_fixtures.py
@@ -0,0 +1,55 @@
+import secrets
+from time import time
+
+from py_ecc.optimized_bls12_381 import (
+    field_modulus as q,
+    G1,
+    G2,
+    add,
+    multiply,
+    pairing,
+)
+from py_ecc import bls
+import json
+
+
+from eth_utils import encode_hex
+from constants import (
+    data_path,
+    privkeys,
+    domain,
+    msg,
+)
+
+
+print("Gen pub keys")
+pubkeys = [bls.privtopub(key) for key in privkeys]
+
+print("Signing")
+sigs = [bls.sign(message_hash=msg, privkey=key, domain=domain) for key in privkeys]
+print("Agg sigs")
+agg_sigs = bls.aggregate_signatures(sigs)
+print("Agg keys")
+agg_keys = bls.aggregate_pubkeys(pubkeys)
+
+
+def convert(value):
+    if isinstance(value, list) and isinstance(value[0], bytes):
+        return [encode_hex(v) for v in value]
+    elif isinstance(value, bytes):
+        return encode_hex(value)
+    else:
+        return value
+
+
+d = {
+    "pubkeys": pubkeys,
+    "sigs": sigs,
+    "agg_sigs": agg_sigs,
+    "agg_keys": agg_keys,
+}
+d_converted = {k: convert(v) for k, v in d.items()}
+
+if __name__ == '__main__':
+    with open(data_path, "w") as f:
+        json.dump(d_converted, f, indent=4)

From 73c59e2e397ba1e653ca33317e433b6a7c72d33b Mon Sep 17 00:00:00 2001
From: Chih Cheng Liang <chihchengliang@gmail.com>
Date: Tue, 28 May 2019 15:42:56 +0800
Subject: [PATCH 3/3] Deterministic key gen, and right upper bound

---
 scripts/constants.py       |   5 +-
 scripts/fixtures/data.json | 404 ++++++++++++++++++-------------------
 2 files changed, 204 insertions(+), 205 deletions(-)

diff --git a/scripts/constants.py b/scripts/constants.py
index afb3822c..2950eeff 100644
--- a/scripts/constants.py
+++ b/scripts/constants.py
@@ -1,21 +1,20 @@
 from pathlib import Path
 import os
 from py_ecc.optimized_bls12_381 import (
-    field_modulus as q,
+    curve_order as r,
     G1,
     G2,
     add,
     multiply,
     pairing,
 )
-import secrets
 
 
 data_path = Path(os.path.dirname(__file__)) / "fixtures" / "data.json"
 
 
 N_VALIDATORS = 100
-privkeys = [secrets.randbelow(q) for i in range(N_VALIDATORS)]
+privkeys = [pow(2, i, r) for i in range(N_VALIDATORS)]
 
 msg = b'\xab'*32
 domain = 5566
diff --git a/scripts/fixtures/data.json b/scripts/fixtures/data.json
index 571c7c08..ac6506be 100644
--- a/scripts/fixtures/data.json
+++ b/scripts/fixtures/data.json
@@ -1,208 +1,208 @@
 {
     "pubkeys": [
-        "0xb053e3fc4ba337f2ea0e166655d712733300ac0e406ef67454ce9e692354e77fc91e9cc127b0612dd1e2af22c0e8e596",
-        "0xad97e96cbacdb1f8be91f9e7887ee2155666009a8e2e09da8da236f7517220955b29f54351d2881953e9a3a7f98a5171",
-        "0x8262ca44c00aabe1fc6c2019b062a18e33f135ac9eaa900e6f55d89d831a6b874760905902aa4266c7b8f4927c8f3d47",
-        "0x84c5e81ca3e47fbaf5e2155bdcc1dd37a24fde13f08f17961828600d9355dcc40d7e11718268048ba010296c66a253e7",
-        "0x81522694039185fe22944fdf4ddf1ffc4133da03d912a81565396f82878c8d2e6fb5551e445a206889d098d1c5f9a76e",
-        "0x984eb084f6e9e4cdeafcbc11c6471848d0330e1b950aab79677e87222fe8f4589775b004458e300ab25bd61fb756a132",
-        "0xb2a05bf09c6c06a558cebddc2fd19e65601c8475e2505df61d0b8ef0bdcf59c1057122a586fabf42143b629b304a90ca",
-        "0xb4d8063232d98af5a7781e4f9862389e886e36e5314fd4839a9f48d5aae2ccb77b4fdde604662a8e027396e2c3e280a7",
-        "0x853c6327c517d3a73ac174f89fa976d8070455529f380986ed3814178d0624b8391becda326bc1b89eed36029cf3da4f",
-        "0x86f7799fac9726bc9d795658ab62311844e7f35416ec90bbc549bdbff0fc61d37ecccd238fd0cd34a4f57882302a005e",
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 }
\ No newline at end of file