mirror of
https://github.com/monero-project/research-lab.git
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Architecture present for whole sims and transcripts.
This commit is contained in:
Brandon Goodell
parent
f51f35669a
commit
956c59ad24
17 changed files with 1210 additions and 7324 deletions
File diff suppressed because it is too large
Load diff
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@ -4,7 +4,7 @@ class Edge(object):
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'''
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Edge object. Has an identity, some data, and a dict of nodes.
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'''
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def __init__(self, params=["", {}, True]):
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def __init__(self, params):
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try:
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assert len(params)==3
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except AssertionError:
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@ -29,66 +29,11 @@ class Edge(object):
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class Test_Edge(unittest.TestCase):
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def test_e(self):
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nellyIdent = newIdent(0)
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bill = Blockchain([], verbosity=True)
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name = newIdent(0)
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t = time.time()
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diff = 1.0
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params = [name, t, t+1, None, diff, bill.verbose] # Genesis block has no parent, so parent = None
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genesis = Block(params)
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bill.addBlock(genesis)
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time.sleep(10)
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name = newIdent(1)
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t = time.time()
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diff = 1.0
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params = [name, t, t+1, genesis.ident, diff, bill.verbose]
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blockA = Block(params)
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bill.addBlock(blockA)
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# Nodes need an identity and a blockchain object and verbosity and difficulty
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nelly = Node([nellyIdent, copy.deepcopy(bill), bill.verbosity, diff])
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nelly.updateDifficulty(mode="Nakamoto")
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time.sleep(9)
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name = newIdent(len(nelly.data))
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t = time.time()
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params = [name, t, t+1, blockA.ident, nelly.diff, nelly.verbose]
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blockB = Block(params)
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nelly.updateBlockchain({blockB.ident:blockB})
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time.sleep(8)
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name = newIdent(len(nelly.data))
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t = time.time()
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params = [name, t, t+1, blockB.ident, nelly.diff, nelly.verbose]
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blockC = Block(params)
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nelly.updateBlockchain({blockC.ident:blockC})
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time.sleep(1)
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name = newIdent(len(nelly.data))
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t = time.time()
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params = [name, t, t+1, blockB.ident, nelly.diff, nelly.verbose] # Fork off
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blockD = Block(params)
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nelly.updateBlockchain({blockD.ident:blockD})
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time.sleep(7)
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name = newIdent(len(nelly.data))
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t = time.time()
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params = [name, t, t+1, blockD.ident, nelly.diff, nelly.verbose]
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blockE = Block(params)
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nelly.updateBlockchain({blockE.ident:blockE})
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time.sleep(6)
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name = newIdent(len(nelly.data))
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t = time.time()
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params = [name, t, t+1, blockE.ident, nelly.diff, nelly.verbose]
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blockF = Block(params)
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nelly.updateBlockchain({blockF.ident:blockF})
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nelly = Node(params)
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milly = Node(params)
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ed = Edge(params)
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ed.nodes.update({nelly.ident:nelly, milly.ident:milly})
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self.assertEqual(len(self.nodes),2)
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suite = unittest.TestLoader().loadTestsFromTestCase(Test_Edge)
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@ -1,307 +0,0 @@
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import unittest, copy, random, math, time
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from scipy.stats import skew
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from numpy import var
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from numpy import random as nprandom
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#TODO: Node.data["blockchain"] != node.data
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def newIdent(params):
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nonce = params
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# Generate new random identity.
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return hash(str(nonce) + str(random.random()))
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def newIntensity(params):
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mode = params
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if mode=="uniform":
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return random.random()
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def newOffset(params):
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mode = params
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if mode=="unifDST":
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r = 2.0*random.random() - 1.0 # hours
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r = 60.0*60.0*r #60 min/hr, 60 sec/min
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return r
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if mode=="sumOfSkellams":
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# This mode uses a skellam distribution, which is
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# the difference of two poisson-distributed random
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# variables.
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# HourOffset = skellam
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# SecondOffset = skellam
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# TotalOffset = 60*60*HourOffset + 60*MinuteOffset + SecondOffset
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# Each skellam = poisson(1) - poisson(1)
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# Reasoning: We consider most computers' local time offset from UTC
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# to be a two time-scale random variable, one on the hour scale and one on
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# the second scale. We make
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x = nprandom.poisson(1, (2,2))
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totalOffset = 60.0*60.0*float(x[0][0] - x[1][0]) + float((x[0][1] - x[1][1]))
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return totalOffset
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class FishGraph(StochasticProcess):
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'''
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Stochastic process on a graph
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with the graph growing in a stochastic process too
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'''
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# TODO: Check if output.txt exists before beginning. If so, clear it and create a new one.
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# TODO: Instead of/in addition to storing graph data in a text file, can we plot with ggplot in R?
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def __init__(self, params=None, verbosity=True):
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# Initialize
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assert "maxTime" in params
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self.maxTime = copy.deepcopy(params["maxTime"])
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del params["maxTime"]
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assert "numNodes" in params
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numNodes = params["numNodes"]
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del params["numNodes"]
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self.data = params
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self.t = 0.0
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self.state = Graph()
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self.filename = "output.txt"
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self.verbose = verbosity
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# Create graph
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self.state.createGraph(numNodes, self.data["probEdge"], self.data["maxNeighbors"])
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# Update node data
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for nIdent in self.state.nodes:
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n = self.state.nodes[nIdent]
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difficulty = 1.0
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intensity = newIntensity(params="uniform")
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offset = newOffset(params="sumOfSkellams")
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dat = {"intensity":intensity, "offset":offset, "blockchain":Blockchain([], verbosity=self.verbose)}
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n.data.update(dat)
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# Update edge data.
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for eIdent in self.state.edges:
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e = self.state.edges[eIdent]
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e.data.update({"pendingBlocks":{}})
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def go(self):
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assert self.maxTime > 0.0
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while self.t <= self.maxTime and len(self.state.nodes) > 0:
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deltaT = self.getNextTime()
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self.updateState(self.t, deltaT)
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self.record()
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def getNextTime(self):
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# Each Poisson process event generates an exponential random variable.
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# The smallest of these is selected
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# The rate of the smallest determines event type.
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eventTag = None
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u = 0.0
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while(u == 0.0):
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u = copy.deepcopy(random.random())
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u = -1.0*math.log(copy.deepcopy(u))/self.data["birthRate"] # Time until next stochastic birth
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eventTag = "birth"
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v = 0.0
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while(v == 0.0):
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v = copy.deepcopy(random.random())
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v = -1.0*math.log(copy.deepcopy(v))/self.data["deathRate"] # Time until next stochastic death
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if v < u:
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u = copy.deepcopy(v)
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eventTag = "death"
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for nIdent in self.state.nodes:
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n = self.state.nodes[nIdent] # n.ident = nIdent
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v = 0.0
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while(v == 0.0):
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v = copy.deepcopy(random.random())
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v = -1.0*math.log(copy.deepcopy(v))/n.data["intensity"]
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if v < u:
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u = copy.deepcopy(v)
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eventTag = ["discovery", n.ident]
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# Now that all the STOCHASTIC arrivals have been decided,
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# We check if any of the deterministic events fire off instead.
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for eIdent in self.state.edges:
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e = self.state.edges[eIdent] # e.ident = eIdent
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pB = e.data["pendingBlocks"]
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if len(pB) > 0:
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for pendingIdent in pB:
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arrivalInfo = pB[pendingIdent]
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v = arrivalInfo["timeOfArrival"] - self.t
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if v < u and 0.0 < v:
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u = copy.deepcopy(v)
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eventTag = ["arrival", e.ident, pendingIdent]
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deltaT = (u, eventTag)
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# Formats:
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# eventTag = ["arrival", e.ident, pendingIdent]
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# eventTag = ["discovery", n.ident]
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# eventTag = "death"
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# eventTag = "birth"
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return deltaT
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def updateState(self, t, deltaT, mode="Nakamoto", targetRate=1.0/1209600.0):
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# Depending on eventTag, update the state...
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u = deltaT[0]
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shout = ""
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eventTag = deltaT[1]
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if type(eventTag)==type("birthordeath"):
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if eventTag == "death":
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# Picks random nodeIdent and kills it
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toDie = random.choice(list(self.state.nodes.keys()))
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x = len(self.state.nodes)
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shout += "DEATH, Pop(Old)=" + str(x) + ", Pop(New)="
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if self.verbose:
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print(shout)
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self.state.delNode(toDie)
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y = len(self.state.nodes)
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assert y == x - 1
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shout += str(y) + "\n"
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elif eventTag == "birth":
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# Adds node with some randomly determined edges
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x = len(self.state.nodes)
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shout += "BIRTH, Pop(Old)=" + str(x) + ", Pop(New)="
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if self.verbose:
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print(shout)
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nIdent = self.state.addNode()
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n = self.state.nodes[nIdent]
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intensity = random.random()/1000.0
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offset = 2.0*random.random() - 1.0
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n.data.update({"intensity":intensity, "offset":offset, "blockchain":{}})
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# Auto syncs new node.
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for eIdent in n.edges:
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e = n.edges[eIdent]
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e.data.update({"pendingBlocks":{}})
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mIdent = e.getNeighbor(n.ident)
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m = self.state.nodes[mIdent]
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mdata = m.data["blockchain"]
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n.updateBlockchain(mdata)
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y = len(self.state.nodes)
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assert y == x + 1
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shout += str(y) + "\n"
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else:
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print("Error: eventTag had length 1 but was neighter a birth or a death, this shouldn't happen so this else case will eventually be removed, I guess? Our eventTag = ", eventTag)
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elif len(eventTag)==2:
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# Block is discovered and plunked into each edge's pendingBlock list.
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shout += "DISCOVERY\n"
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if self.verbose:
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print(shout)
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if self.verbose:
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print("Checking formation of eventTag = [\"discovery\", nodeIdent]")
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assert eventTag[0]=="discovery"
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assert eventTag[1] in self.state.nodes
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if self.verbose:
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print("Retrieving discoverer's identity")
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nIdent = eventTag[1] # get founding node's identity
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if self.verbose:
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print("Retrieving discoverer")
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n = self.state.nodes[nIdent] # get founding node
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if self.verbose:
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print("Computing discoverer's wall clock")
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s = self.t + n.data["offset"] # get founding node's wall clock
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if self.verbose:
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print("Generating new block identity")
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newBlockIdent = newIdent(len(n.data["blockchain"].blocks)) # generate new identity
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if self.verbose:
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print("Setting timestamps")
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disco = s
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arriv = s
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if self.verbose:
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print("Retrieving parent")
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parent = n.data["blockchain"].miningIdent
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if self.verbose:
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print("getting difficulty")
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diff = copy.deepcopy(n.diff)
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if self.verbose:
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print("setting verbosity")
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verbosity = self.verbose
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if self.verbose:
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print("Initializing a new block")
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newBlock = Block([newBlockIdent, disco, arriv, parent, diff, verbosity])
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if self.verbose:
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print("Updating discovering node's blockchain")
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n.updateBlockchain({newBlockIdent:newBlock})
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if self.verbose:
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print("Computing discoverer's new difficulty")
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n.updateDifficulty(mode, targetRate)
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if self.verbose:
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print("propagating new block.")
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n.propagate(self.t, newBlockIdent)
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if self.verbose:
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print("discovery complete")
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elif len(eventTag)==3:
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#eventTag = ("arrival", e.ident, pendingIdent)
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# A block deterministically arrives at the end of an edge.
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assert eventTag[0]=="arrival"
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shout += "ARRIVAL"
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if self.verbose:
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print(shout)
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eIdent = eventTag[1]
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pendingIdent = eventTag[2]
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e = self.state.edges[eIdent]
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pB = e.data["pendingBlocks"]
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arrivalInfo = pB[pendingIdent] # arrivalInfo = {"timeOfArrival":toa, "destIdent":mIdent, "block":newBlock}
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assert arrivalInfo["destIdent"] in self.state.nodes
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assert self.t + u == arrivalInfo["timeOfArrival"]
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receiver = self.state.nodes[arrivalInfo["destIdent"]]
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arriv = self.t + u + receiver.data["offset"]
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newBlock = arrivalInfo["block"]
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newBlock.arrivTimestamp = copy.deepcopy(arriv)
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receiver.updateBlockchain({newBlock.ident:newBlock})
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receiver.updateDifficulty(mode, targetRate)
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receiver.propagate(self.t, newBlock.ident)
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else:
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print("Error: eventTag was not a string, or not an array length 2 or 3. In fact, we have eventTag = ", eventTag)
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if self.verbose:
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print("u = ", u)
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self.t += u
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if self.verbose:
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print(str(self.t) + "\t" + shout)
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def record(self):
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with open(self.filename, "a") as f:
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line = ""
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# Format will be edgeIdent,nodeAident,nodeBident
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line += str("t=" + str(self.t) + ",")
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ordKeyList = sorted(list(self.state.edges.keys()))
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for key in ordKeyList:
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entry = []
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entry.append(key)
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nodeKeyList = sorted(list(self.state.edges[key].nodes))
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for kkey in nodeKeyList:
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entry.append(kkey)
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line += str(entry) + ","
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f.write(line + "\n")
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class Test_FishGraph(unittest.TestCase):
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def test_fishGraph(self):
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for i in range(10):
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params = {"numNodes":10, "probEdge":0.5, "maxNeighbors":10, "maxTime":10.0, "birthRate":0.1, "deathRate":0.1}
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greg = FishGraph(params, verbosity=True)
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greg.go()
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suite = unittest.TestLoader().loadTestsFromTestCase(Test_FishGraph)
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unittest.TextTestRunner(verbosity=1).run(suite)
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@ -1,101 +1,187 @@
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from Edge import *
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from Blockchain import *
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from Node import *
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from Edge import *
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from copy import *
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def newIntensity(params):
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x = random.random()
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return x
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def newOffset(params):
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x = 2.0*random.random() - 1.0
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return x
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class Graph(object):
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'''
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Graph object. Contains some data, a dict of nodes, and a dict of edges.
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Explanation
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'''
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def __init__(self, params={}, verbosity=True):
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self.data=params
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self.verbose = verbosity
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def __init__(self, params):
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self.nodes = {}
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self.edges = {}
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self.mode = params[0]
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self.targetRate = params[1]
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self.numInitNodes = params[2]
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self.maxNeighbors = params[3]
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self.probEdge = params[4]
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self.verbosity = params[5]
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self.startTime = deepcopy(time.time())
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self.runTime = params[6]
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self.globalTime = deepcopy(self.startTime)
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self.birthRate = params[7]
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self.deathRate = params[8]
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self.data = params[9]
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def createGraph(self, numNodes, probEdge, maxNeighbors):
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# Create a new random graph with numNodes nodes, a
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# likelihood any unordered pair of vertices has an edge
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# probEdge, and maximum number of neighbors per node
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# maxNeighbors.
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self.blankBlockchain = Blockchain()
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self.blankBlockchain.targetRate = self.data["targetRate"]
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self.blankBlockchain.mode = self.data["mode"]
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# First, include inputted information into self.data
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self.data.update({"probEdge":probEdge, "maxNeighbors":maxNeighbors})
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self._createInit()
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def _createInit(self):
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# For simplicity, all nodes will have a genesis block with t=0.0 and no offset
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for i in range(self.numInitNodes):
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offset = newOffset()
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intens = newIntensity()
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name = newIdent(len(self.nodes))
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dat = {"offset":offset, "intensity":intens, "blockchain":deepcopy(self.blankBlockchain)}
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params = {"ident":name, "data":dat, "verbose":self.verbosity, "mode":self.mode, "targetRate":self.targetRate}
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nelly = Node(params)
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self.nodes.update({nelly.ident:nelly})
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t = self.startTime
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self.nodes[nelly.ident].generateBlock(t, i)
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touched = {}
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for xNode in self.nodes:
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for yNode in self.nodes:
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notSameNode = (xNode != yNode)
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xNodeHasRoom = (len(self.nodes[xNode].edges) < self.maxNeighbors)
|
||||
yNodeHasRoom = (len(self.ndoes[yNode].edges) < self.maxNeighbors)
|
||||
xyNotTouched = ((xNode, yNode) not in touched)
|
||||
yxNotTouched = ((yNode, xNode) not in touched)
|
||||
if notSameNode and xNodeHasRoom and yNodeHasRoom and xyNotTouched and yxNotTouched:
|
||||
touched.update({(xNode,yNode):True, (yNode,xNode):True})
|
||||
if random.random() < self.probEdge:
|
||||
params = [newIdent(len(self.edges)), {}, self.verbosity]
|
||||
ed = Edge(params)
|
||||
ed.nodes.update({xNode:self.nodes[xNode], yNode:self.nodes[yNode]})
|
||||
self.edges.update({ed.ident:ed})
|
||||
self.nodes[xNode].edges.update({ed.ident:ed})
|
||||
self.nodes[yNode].edges.update({ed.ident:ed})
|
||||
|
||||
def eventNodeJoins(self, t):
|
||||
# timestamp,nodeJoins,numberNeighbors,neighbor1.ident,edge1.ident,neighbor2.ident,edge2.ident,...,
|
||||
out = ""
|
||||
neighbors = []
|
||||
for xNode in self.nodes:
|
||||
xNodeHasRoom = (len(self.nodes[xNode].edges) < self.maxNeighbors)
|
||||
iStillHasRoom = (len(neighbors) < self.maxNeighbors)
|
||||
if xNodeHasRoom and and iStillHasRoom and random.random() < self.probEdge:
|
||||
neighbors.append(xNode)
|
||||
|
||||
|
||||
newNodeName = newIdent(len(self.nodes))
|
||||
offset = newOffset()
|
||||
intens = newIntensity()
|
||||
dat = {"offset":offset, "intensity":intens, "blockchain":deepcopy(self.blankBlockchain)}
|
||||
params = {"ident":newNodeName, "data":dat, "verbose":self.verbosity, "mode":self.mode, "targetRate":self.targetRate}
|
||||
newNode = Node(params)
|
||||
self.nodes.update({newNode.ident:newNode})
|
||||
self.nodes[newNode.ident].generateBlock(self.startTime, 0)
|
||||
|
||||
out = str(t) + ",nodeJoins," + str(newNode.ident) + "," + str(len(neighbors)) + ","
|
||||
for neighbor in neighbors:
|
||||
out += neighbor + ","
|
||||
params = [newIdent(len(self.edges)), {}, self.verbosity]
|
||||
ed = Edge(params)
|
||||
ed.nodes.update({neighbor:self.nodes[neighbor], newNode.ident:self.nodes[newNode.ident]})
|
||||
out += ed.ident + ","
|
||||
self.edges.update({ed.ident:ed})
|
||||
self.nodes[neighbor].edges.update({ed.ident:ed})
|
||||
self.nodes[newNode.ident].edges.update({ed.ident:ed})
|
||||
return out
|
||||
|
||||
def eventNodeLeaves(self, t):
|
||||
out = str(t) + ",nodeLeaves,"
|
||||
leaverIdent = random.choice(list(self.nodes.keys()))
|
||||
out += str(leaverIdent) + ","
|
||||
leaver = self.nodes[leaverIdent]
|
||||
neighbors = []
|
||||
for ed in leaver.edges:
|
||||
neighbors.append((ed.Ident, ed.getNeighbor(leaverIdent)))
|
||||
for neighbor in neighbors:
|
||||
edIdent = neighbor[0]
|
||||
neiIdent = neighbor[1]
|
||||
del self.nodes[neiIdent].edges[edIdent]
|
||||
del self.edges[edIdent]
|
||||
del self.nodes[leaverIdent]
|
||||
return out
|
||||
|
||||
|
||||
def eventBlockDiscovery(self, discoIdent, t):
|
||||
out = str(t) + ",blockDisco," + str(discoIdent) + ","
|
||||
blockIdent = self.nodes[discoIdent].generateBlock(t)
|
||||
out += str(blockIdent)
|
||||
self.nodes[discoIdent].propagate(t, blockIdent)
|
||||
return out
|
||||
|
||||
def eventBlockArrival(self, destNodeIdent, edgeIdent, blockIdent, t):
|
||||
out = str(t) + ",blockArriv," + str(destNodeIdent) + "," + str(edgeIdent) + "," + str(blockIdent) + ","
|
||||
destNode = self.nodes[destNodeIdent]
|
||||
edge = self.edges[edgeIdent]
|
||||
block = deepcopy(edge.data["pendingBlocks"][blockIdent])
|
||||
block.arrivTimestamp = t + self.nodes[destNodeIdent].data["offset"]
|
||||
self.nodes[destNodeIdent].updateBlockchain({blockIdent:block})
|
||||
return out
|
||||
|
||||
def go(self):
|
||||
with open(self.filename,"w") as writeFile:
|
||||
writeFile.write("timestamp,eventId,eventData\n")
|
||||
|
||||
while self.globalTime - self.startTime< self.runTime:
|
||||
u = -1.0*math.log(1.0-random.random())/self.birthRate
|
||||
eventType = ("nodeJoins", None)
|
||||
|
||||
v = -1.0*math.log(1.0-random.random())/self.deathRate
|
||||
if v < u:
|
||||
eventType = ("nodeLeaves", None)
|
||||
u = v
|
||||
|
||||
for nodeIdent in self.nodes:
|
||||
localBlockDiscoRate = self.nodes[nodeIdent].data["intensity"]/self.nodes[nodeIdent].data["blockchain"].diff
|
||||
v = -1.0*math.log(1.0-random.random())/localBlockDiscoRate
|
||||
if v < u:
|
||||
eventType = ("blockDisco", nodeIdent)
|
||||
u = v
|
||||
|
||||
for edgeIdent in self.edges:
|
||||
edge = self.edges[edgeIdent]
|
||||
pB = edge.data["pendingBlocks"]
|
||||
for pendingIdent in pB:
|
||||
pendingData = pB[pendingIdent] # pendingDat = {"timeOfArrival":timeOfArrival, "destIdent":otherIdent, "block":blockToProp}
|
||||
if pendingData["timeOfArrival"] - self.globalTime < u:
|
||||
eventTime = ("blockArriv", (pendingData["destIdent"], edgeIdent, pendingData["block"]))
|
||||
u = v
|
||||
|
||||
self.globalTime += u
|
||||
out = ""
|
||||
if eventTime[0] == "nodeJoins":
|
||||
out = self.eventNodeJoins(self.globalTime)
|
||||
elif eventTime[0] == "nodeLeaves":
|
||||
out = self.eventNodeLeaves(self.globalTime)
|
||||
elif eventTime[0] == "blockDisco":
|
||||
out = self.eventBlockDiscovery(eventTime[1], self.globalTime)
|
||||
elif eventTime[0] == "blockArriv":
|
||||
out = self.eventBlockArrival(eventTime[1], eventTime[2], eventTime[3], self.globalTime)
|
||||
else:
|
||||
print("WHAAAA")
|
||||
|
||||
with open(self.filename, "a") as writeFile:
|
||||
writeFile.write(out + "\n")
|
||||
|
||||
# Next, for each node to be added, create the node and name it.
|
||||
for i in range(numNodes):
|
||||
nIdent = newIdent(i)
|
||||
bl = Blockchain([], verbosity=True)
|
||||
dat = {"blockchain":bl, "intensity":newIntensity(["uniform"]), "offset":newOffset("sumOfSkellams")}
|
||||
# A node needs an ident, a data object, a verbosity, and a difficulty
|
||||
n = Node([nIdent, dat, self.verbose, 1.0])
|
||||
self.nodes.update({n.ident:n})
|
||||
|
||||
# Next, for each possible node pair, decide if an edge exists.
|
||||
touched = {} # Dummy list of node pairs we have already considered.
|
||||
for nIdent in self.nodes:
|
||||
n = self.nodes[nIdent] # Pick a node
|
||||
for mIdent in self.nodes:
|
||||
m = self.nodes[mIdent] # Pick a pair element
|
||||
notSameNode = (nIdent != mIdent) # Ensure we aren't dealing with (x,x)
|
||||
nOpenSlots = (len(n.edges) < self.data["maxNeighbors"]) # ensure both nodes have open slots available for new edges
|
||||
mOpenSlots = (len(m.edges) < self.data["maxNeighbors"])
|
||||
untouched = ((nIdent, mIdent) not in touched) # make sure the pair and its transposition have not been touched
|
||||
dehcuotnu = ((mIdent, nIdent) not in touched)
|
||||
if notSameNode and nOpenSlots and mOpenSlots and untouched and dehcuotnu:
|
||||
# Mark pair as touhed
|
||||
touched.update({(nIdent,mIdent):True, (mIdent,nIdent):True})
|
||||
if random.random() < self.data["probEdge"]:
|
||||
# Determine if edge should exist and if so, add it.
|
||||
nonce = len(self.edges)
|
||||
e = Edge([newIdent(nonce),{"length":random.random(), "pendingBlocks":[]},self.verbose])
|
||||
e.nodes.update({n.ident:n, m.ident:m})
|
||||
self.nodes[nIdent].edges.update({e.ident:e})
|
||||
self.nodes[mIdent].edges.update({e.ident:e})
|
||||
self.edges.update({e.ident:e})
|
||||
|
||||
def addNode(self):
|
||||
# Add new node
|
||||
n = Node([newIdent(len(self.nodes)), {}, self.verbose, 1.0])
|
||||
self.nodes.update({n.ident:n})
|
||||
for mIdent in self.nodes:
|
||||
# For every other node, check if an edge should exist and if so add it.
|
||||
m = self.nodes[mIdent]
|
||||
notSameNode = (n.ident != mIdent)
|
||||
nOpenSlots = (len(n.edges) < self.data["maxNeighbors"])
|
||||
mOpenSlots = (len(m.edges) < self.data["maxNeighbors"])
|
||||
if notSameNode and nOpenSlots and mOpenSlots and random.random() < self.data["probEdge"]:
|
||||
nonce = len(self.edges)
|
||||
e = Edge([newIdent(nonce), {"length":random.random(), "pendingBlocks":[]}, self.verbose])
|
||||
e.nodes.update({n.ident:n, m.ident:m})
|
||||
n.edges.update({e.ident:e})
|
||||
self.nodes[mIdent].edges.update({e.ident:e})
|
||||
self.edges.update({e.ident:e})
|
||||
return n.ident
|
||||
|
||||
def delNode(self, ident):
|
||||
# Remove a node and wipe all memory of its edges from history.
|
||||
edgesToDelete = self.nodes[ident].edges
|
||||
for edgeIdent in edgesToDelete:
|
||||
e = edgesToDelete[edgeIdent]
|
||||
otherIdent = e.getNeighbor(ident)
|
||||
del self.edges[edgeIdent]
|
||||
del self.nodes[otherIdent].edges[edgeIdent]
|
||||
del self.nodes[ident]
|
||||
|
||||
class Test_Graph(unittest.TestCase):
|
||||
def test_graph(self):
|
||||
greg = Graph()
|
||||
greg.createGraph(3, 0.5, 10)
|
||||
self.assertEqual(len(greg.nodes),3)
|
||||
greg.addNode()
|
||||
self.assertEqual(len(greg.nodes),4)
|
||||
for edge in greg.edges:
|
||||
self.assertEqual(len(greg.edges[edge].nodes),2)
|
||||
nodeToKill = random.choice(list(greg.nodes.keys()))
|
||||
greg.delNode(nodeToKill)
|
||||
for edge in greg.edges:
|
||||
self.assertEqual(len(greg.edges[edge].nodes),2)
|
||||
for nodeIdent in greg.edges[edge].nodes:
|
||||
self.assertTrue(nodeIdent in greg.nodes)
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_Graph)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load diff
|
|
@ -1,53 +0,0 @@
|
|||
import unittest, random, time
|
||||
|
||||
class StochasticProcess(object):
|
||||
'''
|
||||
Stochastic processes have a clock and a state.
|
||||
The clock moves forward, and then the state updates.
|
||||
More detail requires knowledge of the underlying stochProc.
|
||||
'''
|
||||
def __init__(self, params=None):
|
||||
# initialize with initial data
|
||||
self.data = params
|
||||
self.t = 0.0 # should always start at t=0.0
|
||||
self.state = 0.0 # magic number
|
||||
self.maxTime = 1000.0 # magic number
|
||||
self.saveFile = "output.csv"
|
||||
self.verbose = True
|
||||
|
||||
def go(self):
|
||||
# Executes stochastic process.
|
||||
assert self.maxTime > 0.0 # Check loop will eventually terminate.
|
||||
t = self.t
|
||||
while t <= self.maxTime:
|
||||
deltaT = self.getNextTime() # Pick the next "time until event" and a description of the event.
|
||||
self.updateState(t, deltaT) # Update state with deltaT input
|
||||
t = self.t
|
||||
if self.verbose:
|
||||
print("Recording...")
|
||||
self.record()
|
||||
|
||||
def getNextTime(self):
|
||||
return 1 # Magic number right now
|
||||
|
||||
def updateState(self, t, deltaT):
|
||||
# Update the state of the system. In this case,
|
||||
# we are doing a random walk on the integers.
|
||||
self.state += random.randrange(-1,2,1) # [-1, 0, 1]
|
||||
self.t += deltaT
|
||||
|
||||
def record(self):
|
||||
with open(self.saveFile,"w") as recordKeeper:
|
||||
line = str(self.t) + ",\t" + str(self.state) + "\n"
|
||||
recordKeeper.write(line)
|
||||
|
||||
class Test_StochasticProcess(unittest.TestCase):
|
||||
def test_sp(self):
|
||||
sally = StochasticProcess()
|
||||
sally.verbose = False
|
||||
sally.go()
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_StochasticProcess)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
|
||||
|
||||
|
|
@ -1,46 +0,0 @@
|
|||
import unittest, random, time
|
||||
|
||||
def newIdent(params):
|
||||
nonce = params
|
||||
# Generate new random identity.
|
||||
return hash(str(nonce) + str(random.random()))
|
||||
#### #### #### #### #### #### #### #### #### #### #### #### #### #### #### ####
|
||||
class Block(object):
|
||||
'''
|
||||
Each block has: an identity, a timestamp of discovery (possibly false),
|
||||
has a timestamp of arrival at the local node (possibly unnecessary), a
|
||||
parent block's identity, and a difficulty score.
|
||||
'''
|
||||
def __init__(self, params={}):
|
||||
self.ident = None
|
||||
self.discoTimestamp = None
|
||||
self.arrivTimestamp = None
|
||||
self.parent = None
|
||||
self.diff = None
|
||||
try:
|
||||
assert len(params)==5
|
||||
except AssertionError:
|
||||
print("Error in Block(): Tried to add a malformed block. We received params = " + str(params) + ", but should have had something of the form {\"ident\":ident, \"disco\":disco, \"arriv\":arriv, \"parent\":parent, \"diff\":diff}.")
|
||||
self.ident = params["ident"]
|
||||
self.discoTimestamp = params["disco"]
|
||||
self.arrivTimestamp = params["arriv"]
|
||||
self.parent = params["parent"]
|
||||
self.diff = params["diff"]
|
||||
|
||||
class Test_Block(unittest.TestCase):
|
||||
def test_b(self):
|
||||
#bill = Block()
|
||||
name = newIdent(0)
|
||||
t = time.time()
|
||||
s = t+1
|
||||
diff = 1.0
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
bill = Block(params)
|
||||
self.assertEqual(bill.ident,name)
|
||||
self.assertEqual(bill.discoTimestamp,t)
|
||||
self.assertEqual(bill.arrivTimestamp,t+1)
|
||||
self.assertTrue(bill.parent is None)
|
||||
self.assertEqual(bill.diff,diff)
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_Block)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
|
|
@ -1,46 +0,0 @@
|
|||
import unittest, random, time
|
||||
|
||||
def newIdent(params):
|
||||
nonce = params
|
||||
# Generate new random identity.
|
||||
return hash(str(nonce) + str(random.random()))
|
||||
#### #### #### #### #### #### #### #### #### #### #### #### #### #### #### ####
|
||||
class Block(object):
|
||||
'''
|
||||
Each block has: an identity, a timestamp of discovery (possibly false),
|
||||
has a timestamp of arrival at the local node (possibly unnecessary), a
|
||||
parent block's identity, and a difficulty score.
|
||||
'''
|
||||
def __init__(self, params={}):
|
||||
self.ident = None
|
||||
self.discoTimestamp = None
|
||||
self.arrivTimestamp = None
|
||||
self.parent = None
|
||||
self.diff = None
|
||||
try:
|
||||
assert len(params)==5
|
||||
except AssertionError:
|
||||
print("Error in Block(): Tried to add a malformed block. We received params = " + str(params) + ", but should have had something of the form {\"ident\":ident, \"disco\":disco, \"arriv\":arriv, \"parent\":parent, \"diff\":diff}.")
|
||||
self.ident = params["ident"]
|
||||
self.discoTimestamp = params["disco"]
|
||||
self.arrivTimestamp = params["arriv"]
|
||||
self.parent = params["parent"]
|
||||
self.diff = params["diff"]
|
||||
|
||||
class Test_Block(unittest.TestCase):
|
||||
def test_b(self):
|
||||
#bill = Block()
|
||||
name = newIdent(0)
|
||||
t = time.time()
|
||||
s = t+1
|
||||
diff = 1.0
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
bill = Block(params)
|
||||
self.assertEqual(bill.ident,name)
|
||||
self.assertEqual(bill.discoTimestamp,t)
|
||||
self.assertEqual(bill.arrivTimestamp,t+1)
|
||||
self.assertTrue(bill.parent is None)
|
||||
self.assertEqual(bill.diff,diff)
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_Block)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
File diff suppressed because it is too large
Load diff
File diff suppressed because it is too large
Load diff
|
|
@ -1,116 +0,0 @@
|
|||
from Blockchain import *
|
||||
|
||||
class Node(object):
|
||||
'''
|
||||
Node object. params [identity, blockchain (data), verbosity, difficulty]
|
||||
'''
|
||||
def __init__(self, params={}):
|
||||
try:
|
||||
assert len(params)==5
|
||||
except AssertionError:
|
||||
print("Error, Tried to create malformed node.")
|
||||
else:
|
||||
self.ident = params["ident"]
|
||||
self.data = params["data"]
|
||||
self.verbose = params["verbose"]
|
||||
self.edges = {}
|
||||
self.mode = params["mode"]
|
||||
self.targetRate = params["targetRate"]
|
||||
|
||||
def generateBlock(self, discoTime, nonce):
|
||||
newName = newIdent(nonce)
|
||||
t = discoTime
|
||||
s = t+self.data["offset"]
|
||||
diff = self.data["blockchain"].diff
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
self.data["blockchain"].addBlock(newBlock, mode, tr)
|
||||
return newName
|
||||
|
||||
def updateBlockchain(self, incBlocks):
|
||||
# incBlocks shall be a dictionary of block identities (as keys) and their associated blocks (as values)
|
||||
# to be added to the local data. We assume difficulty scores have been reported honestly for now.
|
||||
|
||||
tempData = copy.deepcopy(incBlocks)
|
||||
for key in incBlocks:
|
||||
if key in self.data["blockchain"].blocks:
|
||||
del tempData[key]
|
||||
elif incBlocks[key].parent in self.data["blockchain"].blocks or incBlocks[key].parent is None:
|
||||
self.data["blockchain"].addBlock(incBlocks[key], self.mode, self.targetRate)
|
||||
del tempData[key]
|
||||
incBlocks = copy.deepcopy(tempData)
|
||||
while len(incBlocks)>0:
|
||||
for key in incBlocks:
|
||||
if key in self.data["blockchain"].blocks:
|
||||
del tempData[key]
|
||||
elif incBlocks[key].parent in self.data["blockchain"].blocks:
|
||||
self.data["blockchain"].addBlock(incBlocks[key], self.mode, self.targetRate)
|
||||
del tempData[key]
|
||||
incBlocks = copy.deepcopy(tempData)
|
||||
|
||||
def propagate(self, timeOfProp, blockIdent):
|
||||
for edgeIdent in self.edges:
|
||||
edge = self.edges[edgeIdent]
|
||||
length = e.data["length"]
|
||||
timeOfArrival = timeOfProp + length
|
||||
otherIdent = e.getNeighbor(self.ident)
|
||||
other = e.nodes[otherIdent]
|
||||
bc = other.data["blockchain"]
|
||||
if blockIdent not in bc.blocks:
|
||||
pB = e.data["pendingBlocks"]
|
||||
pendingIdent = newIdent(len(pB))
|
||||
mybc = self.data["blockchain"]
|
||||
blockToProp = mybc.blocks[blockIdent]
|
||||
pendingDat = {"timeOfArrival":timeOfArrival, "destIdent":otherIdent, "block":blockToProp}
|
||||
pB.update({pendingIdent:pendingDat})
|
||||
|
||||
|
||||
class Test_Node(unittest.TestCase):
|
||||
# TODO test each method separately
|
||||
def test_all(self):
|
||||
bill = Blockchain([], verbosity=True)
|
||||
mode="Nakamoto"
|
||||
tr = 1.0/600000.0
|
||||
deltaT = 600000.0
|
||||
bill.targetRate = tr
|
||||
|
||||
name = newIdent(0)
|
||||
t = 0.0
|
||||
s = t
|
||||
diff = 1.0
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
genesis = Block(params)
|
||||
bill.addBlock(genesis, mode, tr)
|
||||
|
||||
parent = genesis.ident
|
||||
|
||||
nellyname = newIdent(time.time())
|
||||
mode = "Nakamoto"
|
||||
targetRate = 1.0/600000.0
|
||||
params = {"ident":nellyname, "data":{"offset":0.0, "intensity":1.0, "blockchain":bill}, "verbose":True, "mode":mode, "targetRate":targetRate}
|
||||
nelly = Node(params)
|
||||
|
||||
while len(nelly.data["blockchain"].blocks) < 2015:
|
||||
name = newIdent(0)
|
||||
diff = nelly.data["blockchain"].diff
|
||||
t += deltaT*diff*(2.0*random.random()-1.0)
|
||||
s = t
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":parent, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
bill.addBlock(newBlock, mode, tr)
|
||||
parent = name
|
||||
|
||||
|
||||
while len(nelly.data["blockchain"].blocks) < 5000:
|
||||
name = newIdent(0)
|
||||
diff = nelly.data["blockchain"].diff
|
||||
t += deltaT*diff
|
||||
s = t
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":parent, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
bill.addBlock(newBlock, mode, tr)
|
||||
parent = name
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_Node)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
|
||||
|
|
@ -1,116 +0,0 @@
|
|||
from Blockchain import *
|
||||
|
||||
class Node(object):
|
||||
'''
|
||||
Node object. params [identity, blockchain (data), verbosity, difficulty]
|
||||
'''
|
||||
def __init__(self, params={}):
|
||||
try:
|
||||
assert len(params)==5
|
||||
except AssertionError:
|
||||
print("Error, Tried to create malformed node.")
|
||||
else:
|
||||
self.ident = params["ident"]
|
||||
self.data = params["data"]
|
||||
self.verbose = params["verbose"]
|
||||
self.edges = {}
|
||||
self.mode = params["mode"]
|
||||
self.targetRate = params["targetRate"]
|
||||
|
||||
def generateBlock(self, discoTime, nonce):
|
||||
newName = newIdent(nonce)
|
||||
t = discoTime
|
||||
s = t+self.data["offset"]
|
||||
diff = self.data["blockchain"].diff
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
self.data["blockchain"].addBlock(newBlock, mode, tr)
|
||||
return newName
|
||||
|
||||
def updateBlockchain(self, incBlocks):
|
||||
# incBlocks shall be a dictionary of block identities (as keys) and their associated blocks (as values)
|
||||
# to be added to the local data. We assume difficulty scores have been reported honestly for now.
|
||||
|
||||
tempData = copy.deepcopy(incBlocks)
|
||||
for key in incBlocks:
|
||||
if key in self.data["blockchain"].blocks:
|
||||
del tempData[key]
|
||||
elif incBlocks[key].parent in self.data["blockchain"].blocks or incBlocks[key].parent is None:
|
||||
self.data["blockchain"].addBlock(incBlocks[key], self.mode, self.targetRate)
|
||||
del tempData[key]
|
||||
incBlocks = copy.deepcopy(tempData)
|
||||
while len(incBlocks)>0:
|
||||
for key in incBlocks:
|
||||
if key in self.data["blockchain"].blocks:
|
||||
del tempData[key]
|
||||
elif incBlocks[key].parent in self.data["blockchain"].blocks:
|
||||
self.data["blockchain"].addBlock(incBlocks[key], self.mode, self.targetRate)
|
||||
del tempData[key]
|
||||
incBlocks = copy.deepcopy(tempData)
|
||||
|
||||
def propagate(self, timeOfProp, blockIdent):
|
||||
for edgeIdent in self.edges:
|
||||
edge = self.edges[edgeIdent]
|
||||
length = e.data["length"]
|
||||
timeOfArrival = timeOfProp + length
|
||||
otherIdent = e.getNeighbor(self.ident)
|
||||
other = e.nodes[otherIdent]
|
||||
bc = other.data["blockchain"]
|
||||
if blockIdent not in bc.blocks:
|
||||
pB = e.data["pendingBlocks"]
|
||||
pendingIdent = newIdent(len(pB))
|
||||
mybc = self.data["blockchain"]
|
||||
blockToProp = mybc.blocks[blockIdent]
|
||||
pendingDat = {"timeOfArrival":timeOfArrival, "destIdent":otherIdent, "block":blockToProp}
|
||||
pB.update({pendingIdent:pendingDat})
|
||||
|
||||
|
||||
class Test_Node(unittest.TestCase):
|
||||
# TODO test each method separately
|
||||
def test_all(self):
|
||||
bill = Blockchain([], verbosity=True)
|
||||
mode="Nakamoto"
|
||||
tr = 1.0/600000.0
|
||||
deltaT = 600000.0
|
||||
bill.targetRate = tr
|
||||
|
||||
name = newIdent(0)
|
||||
t = 0.0
|
||||
s = t
|
||||
diff = 1.0
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":None, "diff":diff}
|
||||
genesis = Block(params)
|
||||
bill.addBlock(genesis, mode, tr)
|
||||
|
||||
parent = genesis.ident
|
||||
|
||||
nellyname = newIdent(time.time())
|
||||
mode = "Nakamoto"
|
||||
targetRate = 1.0/600000.0
|
||||
params = {"ident":nellyname, "data":{"offset":0.0, "intensity":1.0, "blockchain":bill}, "verbose":True, "mode":mode, "targetRate":targetRate}
|
||||
nelly = Node(params)
|
||||
|
||||
while len(nelly.data["blockchain"].blocks) < 2015:
|
||||
name = newIdent(0)
|
||||
diff = nelly.data["blockchain"].diff
|
||||
t += deltaT*diff*(2.0*random.random()-1.0)
|
||||
s = t
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":parent, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
bill.addBlock(newBlock, mode, tr)
|
||||
parent = name
|
||||
|
||||
|
||||
while len(nelly.data["blockchain"].blocks) < 5000:
|
||||
name = newIdent(0)
|
||||
diff = nelly.data["blockchain"].diff
|
||||
t += deltaT*diff
|
||||
s = t
|
||||
params = {"ident":name, "disco":t, "arriv":s, "parent":parent, "diff":diff}
|
||||
newBlock = Block(params)
|
||||
bill.addBlock(newBlock, mode, tr)
|
||||
parent = name
|
||||
|
||||
suite = unittest.TestLoader().loadTestsFromTestCase(Test_Node)
|
||||
unittest.TextTestRunner(verbosity=1).run(suite)
|
||||
|
||||
Binary file not shown.
Binary file not shown.
File diff suppressed because it is too large
Load diff
|
|
@ -1,602 +0,0 @@
|
|||
time,rateConstant,difficulty
|
||||
0.0,1.0,1.0
|
||||
1.0,1.0,1.0
|
||||
2.0,1.0,1.0
|
||||
3.0,1.0,1.0
|
||||
4.0,1.0,1.0
|
||||
5.0,1.0,1.0
|
||||
6.0,1.0,1.0
|
||||
7.0,1.0,1.0
|
||||
8.0,1.0,1.0
|
||||
9.0,1.0,1.0
|
||||
10.0,1.0,1.0
|
||||
11.0,1.0,1.0
|
||||
12.0,1.0,1.0
|
||||
13.0,1.0,1.0
|
||||
14.0,1.0,1.0
|
||||
15.0,1.0,1.0
|
||||
16.0,1.0,1.0
|
||||
17.0,1.0,1.0
|
||||
18.0,1.0,1.0
|
||||
19.0,1.0,1.0
|
||||
20.0,1.0,1.0
|
||||
21.0,1.0,1.0
|
||||
22.0,1.0,1.0
|
||||
23.0,1.0,1.0
|
||||
24.0,1.0,1.0
|
||||
25.0,1.0,1.0
|
||||
26.0,1.0,1.0
|
||||
27.0,1.0,1.0
|
||||
28.0,1.0,1.0
|
||||
29.0,1.0,1.0
|
||||
30.0,1.0,1.0
|
||||
31.0,1.0,1.0
|
||||
32.0,1.0,1.0
|
||||
33.0,1.0,1.0
|
||||
34.0,1.0,1.0
|
||||
35.0,1.0,1.0
|
||||
36.0,1.0,1.0
|
||||
37.0,1.0,1.0
|
||||
38.0,1.0,1.0
|
||||
39.0,1.0,1.0
|
||||
40.0,1.0,1.0
|
||||
41.0,1.0,1.0
|
||||
42.0,1.0,1.0
|
||||
43.0,1.0,1.0
|
||||
44.0,1.0,1.0
|
||||
45.0,1.0,1.0
|
||||
46.0,1.0,1.0
|
||||
47.0,1.0,1.0
|
||||
48.0,1.0,1.0
|
||||
49.0,1.0,1.0
|
||||
50.0,1.0,1.0
|
||||
51.0,1.0,1.0
|
||||
52.0,1.0,1.0
|
||||
53.0,1.0,1.0
|
||||
54.0,1.0,1.0
|
||||
55.0,1.0,1.0
|
||||
56.0,1.0,1.0
|
||||
57.0,1.0,1.0
|
||||
58.0,1.0,1.0
|
||||
59.0,1.0,1.0
|
||||
60.0,1.0,1.0
|
||||
61.0,1.0,1.0
|
||||
62.0,1.0,1.0
|
||||
63.0,1.0,1.0
|
||||
64.0,1.0,1.0
|
||||
65.0,1.0,1.0
|
||||
66.0,1.0,1.0
|
||||
67.0,1.0,1.0
|
||||
68.0,1.0,1.0
|
||||
69.0,1.0,1.0
|
||||
70.0,1.0,1.0
|
||||
71.0,1.0,1.0
|
||||
72.0,1.0,1.0
|
||||
73.0,1.0,1.0
|
||||
74.0,1.0,1.0
|
||||
75.0,1.0,1.0
|
||||
76.0,1.0,1.0
|
||||
77.0,1.0,1.0
|
||||
78.0,1.0,1.0
|
||||
79.0,1.0,1.0
|
||||
80.0,1.0,1.0
|
||||
81.0,1.0,1.0
|
||||
82.0,1.0,1.0
|
||||
83.0,1.0,1.0
|
||||
84.0,1.0,1.0
|
||||
85.0,1.0,1.0
|
||||
86.0,1.0,1.0
|
||||
87.0,1.0,1.0
|
||||
88.0,1.0,1.0
|
||||
89.0,1.0,1.0
|
||||
90.0,1.0,1.0
|
||||
91.0,1.0,1.0
|
||||
92.0,1.0,1.0
|
||||
93.0,1.0,1.0
|
||||
94.0,1.0,1.0
|
||||
95.0,1.0,1.0
|
||||
96.0,1.0,1.0
|
||||
97.0,1.0,1.0
|
||||
98.0,1.0,1.0
|
||||
99.0,1.0,1.0
|
||||
100.0,1.0,1.0
|
||||
101.0,1.0,1.0
|
||||
102.0,1.0,1.0
|
||||
103.0,1.0,1.0
|
||||
104.0,1.0,1.0
|
||||
105.0,1.0,1.0
|
||||
106.0,1.0,1.0
|
||||
107.0,1.0,1.0
|
||||
108.0,1.0,1.0
|
||||
109.0,1.0,1.0
|
||||
110.0,1.0,1.0
|
||||
111.0,1.0,1.0
|
||||
112.0,1.0,1.0
|
||||
113.0,1.0,1.0
|
||||
114.0,1.0,1.0
|
||||
115.0,1.0,1.0
|
||||
116.0,1.0,1.0
|
||||
117.0,1.0,1.0
|
||||
118.0,1.0,1.0
|
||||
119.0,1.0,1.0
|
||||
120.0,1.0,1.0
|
||||
121.0,1.0,1.0
|
||||
122.0,1.0,1.0
|
||||
123.0,1.0,1.0
|
||||
124.0,1.0,1.0
|
||||
125.0,1.0,1.0
|
||||
126.0,1.0,1.0
|
||||
127.0,1.0,1.0
|
||||
128.0,1.0,1.0
|
||||
129.0,1.0,1.0
|
||||
130.0,1.0,1.0
|
||||
131.0,1.0,1.0
|
||||
132.0,1.0,1.0
|
||||
133.0,1.0,1.0
|
||||
134.0,1.0,1.0
|
||||
135.0,1.0,1.0
|
||||
136.0,1.0,1.0
|
||||
137.0,1.0,1.0
|
||||
138.0,1.0,1.0
|
||||
139.0,1.0,1.0
|
||||
140.0,1.0,1.0
|
||||
141.0,1.0,1.0
|
||||
142.0,1.0,1.0
|
||||
143.0,1.0,1.0
|
||||
144.0,1.0,1.0
|
||||
145.0,1.0,1.0
|
||||
146.0,1.0,1.0
|
||||
147.0,1.0,1.0
|
||||
148.0,1.0,1.0
|
||||
149.0,1.0,1.0
|
||||
150.0,1.0,1.0
|
||||
151.0,1.0,1.0
|
||||
152.0,1.0,1.0
|
||||
153.0,1.0,1.0
|
||||
154.0,1.0,1.0
|
||||
155.0,1.0,1.0
|
||||
156.0,1.0,1.0
|
||||
157.0,1.0,1.0
|
||||
158.0,1.0,1.0
|
||||
159.0,1.0,1.0
|
||||
160.0,1.0,1.0
|
||||
161.0,1.0,1.0
|
||||
162.0,1.0,1.0
|
||||
163.0,1.0,1.0
|
||||
164.0,1.0,1.0
|
||||
165.0,1.0,1.0
|
||||
166.0,1.0,1.0
|
||||
167.0,1.0,1.0
|
||||
168.0,1.0,1.0
|
||||
169.0,1.0,1.0
|
||||
170.0,1.0,1.0
|
||||
171.0,1.0,1.0
|
||||
172.0,1.0,1.0
|
||||
173.0,1.0,1.0
|
||||
174.0,1.0,1.0
|
||||
175.0,1.0,1.0
|
||||
176.0,1.0,1.0
|
||||
177.0,1.0,1.0
|
||||
178.0,1.0,1.0
|
||||
179.0,1.0,1.0
|
||||
180.0,1.0,1.0
|
||||
181.0,1.0,1.0
|
||||
182.0,1.0,1.0
|
||||
183.0,1.0,1.0
|
||||
184.0,1.0,1.0
|
||||
185.0,1.0,1.0
|
||||
186.0,1.0,1.0
|
||||
187.0,1.0,1.0
|
||||
188.0,1.0,1.0
|
||||
189.0,1.0,1.0
|
||||
190.0,1.0,1.0
|
||||
191.0,1.0,1.0
|
||||
192.0,1.0,1.0
|
||||
193.0,1.0,1.0
|
||||
194.0,1.0,1.0
|
||||
195.0,1.0,1.0
|
||||
196.0,1.0,1.0
|
||||
197.0,1.0,1.0
|
||||
198.0,1.0,1.0
|
||||
199.0,1.0,1.0
|
||||
200.0,1.0,1.0
|
||||
201.0,1.0,1.0
|
||||
202.0,1.0,1.0
|
||||
203.0,1.0,1.0
|
||||
204.0,1.0,1.0
|
||||
205.0,1.0,1.0
|
||||
206.0,1.0,1.0
|
||||
207.0,1.0,1.0
|
||||
208.0,1.0,1.0
|
||||
209.0,1.0,1.0
|
||||
210.0,1.0,1.0
|
||||
211.0,1.0,1.0
|
||||
212.0,1.0,1.0
|
||||
213.0,1.0,1.0
|
||||
214.0,1.0,1.0
|
||||
215.0,1.0,1.0
|
||||
216.0,1.0,1.0
|
||||
217.0,1.0,1.0
|
||||
218.0,1.0,1.0
|
||||
219.0,1.0,1.0
|
||||
220.0,1.0,1.0
|
||||
221.0,1.0,1.0
|
||||
222.0,1.0,1.0
|
||||
223.0,1.0,1.0
|
||||
224.0,1.0,1.0
|
||||
225.0,1.0,1.0
|
||||
226.0,1.0,1.0
|
||||
227.0,1.0,1.0
|
||||
228.0,1.0,1.0
|
||||
229.0,1.0,1.0
|
||||
230.0,1.0,1.0
|
||||
231.0,1.0,1.0
|
||||
232.0,1.0,1.0
|
||||
233.0,1.0,1.0
|
||||
234.0,1.0,1.0
|
||||
235.0,1.0,1.0
|
||||
236.0,1.0,1.0
|
||||
237.0,1.0,1.0
|
||||
238.0,1.0,1.0
|
||||
239.0,1.0,1.0
|
||||
240.0,1.0,1.0
|
||||
241.0,1.0,1.0
|
||||
242.0,1.0,1.0
|
||||
243.0,1.0,1.0
|
||||
244.0,1.0,1.0
|
||||
245.0,1.0,1.0
|
||||
246.0,1.0,1.0
|
||||
247.0,1.0,1.0
|
||||
248.0,1.0,1.0
|
||||
249.0,1.0,1.0
|
||||
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600.0,1.0,1.0
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|
|
@ -1,201 +0,0 @@
|
|||
time,rateConstant,difficulty
|
||||
0.0,1.0,1.0
|
||||
120458.46590012926,1.0,1.0
|
||||
240605.33373578714,1.0,1.0
|
||||
360287.44233708055,1.0,1.0
|
||||
480034.84471731156,1.0,1.0
|
||||
601021.4072874074,1.0,1.0
|
||||
720155.9397105722,1.0,1.0
|
||||
840557.1097845419,1.0,1.0
|
||||
960142.4715273783,1.0,1.0
|
||||
1080326.4196690398,1.0,1.0
|
||||
1200228.3567496322,1.0,1.0
|
||||
1321393.1769845556,1.0,1.0
|
||||
1442403.7637959223,1.0,1.0
|
||||
1563312.6884154421,1.0,1.0
|
||||
1683650.3562759135,1.0,1.0
|
||||
1804242.0878089573,1.0,1.0
|
||||
1923957.6270508477,1.0,1.0
|
||||
2043603.5193920576,1.0,1.0
|
||||
2162815.4440224506,1.0,1.0
|
||||
2282288.929005547,1.0,1.0
|
||||
2402114.705755926,1.0,1.0
|
||||
2522303.585101224,1.0,1.0
|
||||
2643267.2988593285,1.0,1.0
|
||||
2762617.5338163865,1.0,1.0
|
||||
2882563.380726947,1.0,1.0
|
||||
3003489.532699132,1.0,1.0
|
||||
3124641.562256374,1.0,1.0
|
||||
3245100.9215427977,1.0,1.0
|
||||
3365536.420458877,1.0,1.0
|
||||
3484337.996609595,1.0,1.0
|
||||
3604694.7847104715,1.0,1.0
|
||||
3724951.576782264,1.0,1.0
|
||||
3846026.69613723,1.0,1.0
|
||||
3967024.7982774274,1.0,1.0
|
||||
4085911.063711746,1.0,1.0
|
||||
4205815.028144305,1.0,1.0
|
||||
4325421.232620401,1.0,1.0
|
||||
4444827.052513202,1.0,1.0
|
||||
4565099.154304211,1.0,1.0
|
||||
4686236.387124661,1.0,1.0
|
||||
4806734.051850467,1.0,1.0
|
||||
4926566.647937627,1.0,1.0
|
||||
5045488.866484466,1.0,1.0
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||||
5166502.755345808,1.0,1.0
|
||||
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23881715.30956635,1.0,6.31881915952e-23
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||||
Loading…
Reference in a new issue