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Saswat
blockchain_CS765_HW1
Commits
d366f99d
Commit
d366f99d
authored
Feb 06, 2024
by
Abhishek Kumar
Browse files
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Completed txns code
parent
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Changes
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Showing
7 changed files
with
1223 additions
and
120 deletions
+1223
-120
blockchain.py
blockchain.py
+37
-21
main.py
main.py
+29
-13
network.py
network.py
+43
-19
node.py
node.py
+110
-62
sim.log
sim.log
+985
-0
simulate.py
simulate.py
+2
-1
utils.py
utils.py
+17
-4
No files found.
blockchain.py
View file @
d366f99d
from
utils
import
*
from
simulate
import
Event
class
Block
:
def
__init__
(
self
,
peer
,
ID
,
transactions
,
previous_block_ID
):
def
__init__
(
self
,
nodeID
,
ID
,
transactions
,
previous_block_ID
):
# Initialize block attributes
self
.
blk_Id
=
ID
self
.
transactions
=
transactions
self
.
prev_blk_Id
=
previous_block_ID
self
.
pow_user_id
=
peer
self
.
pow_user_id
=
nodeID
return
class
Blockchain
:
def
__init__
(
self
):
# Initialize blockchain attributes
# TODO: Should broadcast the genesis block
self
.
chain
=
{}
self
.
genensis_block
=
Block
(
0
,
[],
-
1
)
self
.
chain
[
self
.
genensis_block
.
blk_Id
]
=
self
.
genensis_block
self
.
head
=
0
self
.
genensis_block
=
Block
(
-
1
,
gen_hash
(
GENESIS_SECRET
)
,
[],
-
1
)
self
.
chain
[
self
.
genensis_block
.
blk_Id
]
=
(
self
.
genensis_block
,
0
)
#
self
.
head
=
self
.
genensis_block
.
blk_Id
self
.
len_longest_chain
=
1
self
.
seen_transactions
=
set
()
self
.
pending_transactions
=
set
()
self
.
next_pow_completion_time
=
0
pass
def
get_chain_length
(
self
,
blk_Id
=
None
):
def
get_chain_length
(
self
,
blk_Id
=
None
):
# Return the length of the longest chain
if
blk_Id
is
None
:
curr
=
self
.
len_longest_chain
curr
=
self
.
head
curr
=
blk_Id
cnt
=
0
while
(
curr
!=
-
1
)
:
while
curr
!=
self
.
genensis_block
.
blk_Id
:
if
curr
not
in
self
.
chain
:
print
(
"ERROR: Block not found in the chain"
)
break
curr
=
self
.
chain
[
curr
]
.
prev_blk_Id
cnt
+=
1
return
cnt
def
receive_txn
(
self
,
txn
):
"""
Receive transaction from a neighbor
if already seen, return 0 else return 1
Receive transaction from a neighbor
if already seen, return 0 else return 1
"""
if
txn
in
self
.
seen_transactions
:
return
0
...
...
@@ -49,18 +50,33 @@ class Blockchain:
self
.
seen_transactions
.
add
(
txn_id
)
self
.
pending_transactions
.
add
(
txn
)
return
1
def
verify_blk
(
self
,
blk
):
"""
Verify the block
if valid, return 1 else 0
Verify the block
if valid, return 1 else 0
"""
return
1
def
add_mined_block
(
self
,
blk
):
"""
Add the mined block to the blockchain
Add the mined block to the blockchain
"""
return
def
def
print_chain
(
self
):
pass
def
already_exist
(
self
,
blk
):
print
(
blk
,
self
.
chain
.
get
(
blk
.
blk_Id
))
exit
()
if
blk
.
blk_Id
in
self
.
chain
:
return
True
return
False
def
received_txn
(
self
,
txn
):
if
txn
in
self
.
pending_transactions
or
txn
in
self
.
seen_transactions
:
return
False
self
.
pending_transactions
.
add
(
txn
)
return
True
main.py
View file @
d366f99d
...
...
@@ -3,30 +3,46 @@ from simulate import EventSimulator
import
random
from
network
import
Network
def
parse_cmd
():
"""
Parse command line arguments
"""
parser
=
argparse
.
ArgumentParser
()
parser
.
add_argument
(
'-n'
,
'--num_nodes'
,
type
=
int
,
default
=
50
,
help
=
"Number of nodes in the network"
)
parser
.
add_argument
(
'--z0'
,
type
=
int
,
default
=
10
,
help
=
"percentage of node with slow bandwidth"
)
parser
.
add_argument
(
'--z1'
,
type
=
int
,
default
=
10
,
help
=
"percentage of node with low CPU"
)
parser
.
add_argument
(
'--T_tx'
,
type
=
int
,
default
=
10
,
help
=
"Interarrival time between transactions"
)
parser
.
add_argument
(
'--I'
,
type
=
int
,
default
=
100
,
help
=
"Interarrival time between blocks"
)
parser
.
add_argument
(
'--T_dij'
,
type
=
int
,
default
=
10
,
help
=
"Mean of queuing delay"
)
#parser.add_argument('--pij', type = int, default = 10, help="speed of light propagation delay")
parser
.
add_argument
(
'--sim_time'
,
type
=
int
,
default
=
100
,
help
=
"Simulation time in seconds"
)
parser
.
add_argument
(
'--seed'
,
type
=
int
,
default
=
0
,
help
=
"Seed for random number generator"
)
parser
.
add_argument
(
"-n"
,
"--num_nodes"
,
type
=
int
,
default
=
50
,
help
=
"Number of nodes in the network"
)
parser
.
add_argument
(
"--z0"
,
type
=
int
,
default
=
10
,
help
=
"percentage of node with slow bandwidth"
)
parser
.
add_argument
(
"--z1"
,
type
=
int
,
default
=
10
,
help
=
"percentage of node with low CPU"
)
parser
.
add_argument
(
"--T_tx"
,
type
=
int
,
default
=
10
,
help
=
"Interarrival time between transactions"
)
parser
.
add_argument
(
"--I"
,
type
=
int
,
default
=
100
,
help
=
"Interarrival time between blocks"
)
parser
.
add_argument
(
"--T_dij"
,
type
=
int
,
default
=
10
,
help
=
"Mean of queuing delay"
)
# parser.add_argument('--pij', type = int, default = 10, help="speed of light propagation delay")
parser
.
add_argument
(
"--sim_time"
,
type
=
int
,
default
=
100
,
help
=
"Simulation time in seconds"
)
parser
.
add_argument
(
"--seed"
,
type
=
int
,
default
=
0
,
help
=
"Seed for random number generator"
)
return
parser
.
parse_args
()
if
__name__
==
'__main__'
:
if
__name__
==
"__main__"
:
args
=
parse_cmd
()
random
.
seed
(
args
.
seed
)
print
(
args
)
sim
=
EventSimulator
(
args
)
nx
=
Network
(
sim
,
args
)
sim
.
startSimulation
()
exit
(
0
)
\ No newline at end of file
exit
(
0
)
network.py
View file @
d366f99d
...
...
@@ -3,38 +3,45 @@ import random
from
simulate
import
Event
from
utils
import
sample_exponential
class
Network
:
def
__init__
(
self
,
sim
,
args
):
self
.
args
=
args
self
.
sim
=
sim
self
.
pij
=
float
(
random
.
randrange
(
10
,
500
))
*
0.001
# speed of light propagation delay in ms
# speed of light propagation delay in ms
self
.
pij
=
float
(
random
.
randrange
(
10
,
500
))
*
0.001
self
.
I
=
600
self
.
create_nodes
()
self
.
create_connections
()
self
.
sim
.
push_event
(
Event
(
0
,
self
.
init_simulation
,))
self
.
sim
.
push_event
(
Event
(
0
,
self
.
init_simulation
,
)
)
return
def
init_simulation
(
self
,
args
):
for
node
in
self
.
nodes
:
node
.
init_simulation
()
return
def
create_nodes
(
self
):
"""
Create a list of nodes with the specified parameters
Create a list of nodes with the specified parameters
"""
self
.
nodes
=
[]
# Create a list of badwidth and cpu type based on z0 and z1
# 0 is slow and 1 is fast
bandwidth_type
=
[
1
]
*
self
.
args
.
num_nodes
num_slow_bandwidth
=
int
((
self
.
args
.
z0
*
self
.
args
.
num_nodes
)
/
100
)
num_slow_bandwidth
=
int
((
self
.
args
.
z0
*
self
.
args
.
num_nodes
)
/
100
)
rand_idx
=
random
.
sample
(
range
(
self
.
args
.
num_nodes
),
num_slow_bandwidth
)
for
idx
in
rand_idx
:
bandwidth_type
[
idx
]
=
0
cpu_type
=
[
1
]
*
self
.
args
.
num_nodes
num_slow_cpu
=
int
((
self
.
args
.
z1
*
self
.
args
.
num_nodes
)
/
100
)
num_slow_cpu
=
int
((
self
.
args
.
z1
*
self
.
args
.
num_nodes
)
/
100
)
rand_idx
=
random
.
sample
(
range
(
self
.
args
.
num_nodes
),
num_slow_cpu
)
for
idx
in
rand_idx
:
cpu_type
[
idx
]
=
0
...
...
@@ -42,8 +49,8 @@ class Network:
# Based on CPU type calculate the PoW time Tk
# 10 * h_k * (n - num_slow) + h_k * num_slow = 1
# => h_k = 1 / (10 * n - 9 * num_slow)
h_k_slow
=
1
/
float
(
10
*
self
.
args
.
num_nodes
-
9
*
num_slow_cpu
)
h_k_slow
=
1
/
float
(
10
*
self
.
args
.
num_nodes
-
9
*
num_slow_cpu
)
Tk
=
[]
for
i
in
range
(
self
.
args
.
num_nodes
):
if
cpu_type
[
i
]
==
0
:
...
...
@@ -52,26 +59,43 @@ class Network:
Tk
.
append
(
10
*
(
1
-
h_k_slow
))
for
i
in
range
(
self
.
args
.
num_nodes
):
self
.
nodes
.
append
(
Node
(
self
.
sim
,
i
,
bandwidth_type
[
i
],
\
cpu_type
[
i
],
float
(
self
.
I
)
/
Tk
[
i
],
self
.
args
.
T_tx
,
\
self
.
args
.
num_nodes
,
self
.
pij
))
self
.
nodes
.
append
(
Node
(
self
.
sim
,
i
,
bandwidth_type
[
i
],
cpu_type
[
i
],
float
(
self
.
I
)
/
Tk
[
i
],
self
.
args
.
T_tx
,
self
.
args
.
num_nodes
,
self
.
pij
,
)
)
return
def
create_connections
(
self
):
"""
Create a bidirectional graph, 3-6 adjacent nodes per node
TODO(SM): Need a better way to create a valid graph
Create a bidirectional graph, 3-6 adjacent nodes per node
TODO(SM): Need a better way to create a valid graph
"""
num_nodes
=
self
.
args
.
num_nodes
valid_graph
=
False
cnt
=
0
while
valid_graph
==
False
:
#print("tyring to create a valid graph",cnt)
#
print("tyring to create a valid graph",cnt)
adjacency_list
=
[[]
for
_
in
range
(
num_nodes
)]
for
i
in
range
(
num_nodes
):
num_connections
=
random
.
randint
(
3
,
6
)
potential_neighbors
=
[
x
for
x
in
range
(
num_nodes
)
if
x
!=
i
and
len
(
adjacency_list
[
x
])
<
6
and
x
not
in
adjacency_list
[
i
]]
neighbors
=
random
.
sample
(
potential_neighbors
,
min
(
num_connections
,
len
(
potential_neighbors
)))
potential_neighbors
=
[
x
for
x
in
range
(
num_nodes
)
if
x
!=
i
and
len
(
adjacency_list
[
x
])
<
6
and
x
not
in
adjacency_list
[
i
]
]
neighbors
=
random
.
sample
(
potential_neighbors
,
min
(
num_connections
,
len
(
potential_neighbors
))
)
for
j
in
neighbors
:
adjacency_list
[
i
]
.
append
(
j
)
adjacency_list
[
j
]
.
append
(
i
)
...
...
@@ -90,4 +114,4 @@ class Network:
for
node
in
self
.
nodes
:
print
(
node
.
nodeId
,
node
)
print
(
"Graph created"
)
return
\ No newline at end of file
return
node.py
View file @
d366f99d
...
...
@@ -2,15 +2,17 @@ from blockchain import Blockchain
from
simulate
import
Event
from
utils
import
sample_exponential
,
gen_txn_id
,
get_txn_id
import
random
from
utils
import
*
# TODO(SM): Need to bind each transaction with a time of arrival at a node
#TODO(SM): Need to bind each transaction with a time of arrival at a node
class
Node
:
def
__init__
(
self
,
sim
,
ID
,
bandwidth_type
,
cpu_type
,
Tk
,
T_tx
,
num_nodes
,
pij
):
# Initialize node attributes
self
.
sim
=
sim
self
.
balance
=
0
# self.nodeId = gen_hash(str(ID))
self
.
nodeId
=
ID
self
.
cpuType
=
cpu_type
self
.
bandwidth_type
=
bandwidth_type
...
...
@@ -25,45 +27,54 @@ class Node:
def
init_simulation
(
self
):
"""
Initialize the simulation for generatinv transactions
TODO: Schedule Block creation event
Initialize the simulation for generatinv transactions
TODO: Schedule Block creation event
"""
# Initialize simulation
# schedule the first transaction
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
T_tx
),
\
self
.
_event_generate_transaction
))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
Tk
),
\
self
.
_event_generate_block
,
self
.
blockchain
.
create_new_block_for_pow
()))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
T_tx
),
self
.
_event_generate_transaction
,
)
)
# self.sim.push_event(
# Event(
# self.sim.curr_time + sample_exponential(self.Tk),
# self._event_generate_block,
# self.blockchain.create_new_block_for_pow(),
# )
# )
def
get_latency
(
self
,
node
,
data
):
"""
Get the latency to send the transaction to the given node
Get the latency to send the transaction to the given node
"""
# check if the bandwidth type is slow for either of the nodes
if
(
self
.
bandwidth_type
==
1
and
node
.
bandwidth_type
==
1
)
:
if
self
.
bandwidth_type
==
1
and
node
.
bandwidth_type
==
1
:
cij
=
100
else
:
cij
=
5
cij
*=
1e6
dij
=
sample_exponential
((
96
*
1e3
)
/
cij
)
dij
=
sample_exponential
((
96
*
1e3
)
/
cij
)
latency
=
dij
+
self
.
pij
if
(
type
(
data
)
==
str
)
:
# transaction
if
type
(
data
)
==
str
:
# transaction
m
=
1024
else
:
# TODO(AG): latency for block
m
=
1024
return
latency
+
(
float
(
m
)
/
cij
)
return
latency
+
(
float
(
m
)
/
cij
)
def
_event_generate_transaction
(
self
,
args
):
"""
Generate a transaction for the given peer
Format: "TxnID: IDx pays IDy C coins"
"""
Generate a transaction for the given peer
Format: "TxnID: IDx pays IDy C coins"
"""
# Select a random destination node and amount
dest
=
self
.
nodeId
...
...
@@ -72,99 +83,136 @@ class Node:
amount
=
random
.
randint
(
1
,
self
.
balance
+
10
)
# Create a transaction and it to current nodes pending transactions
txn
=
str
(
gen_txn_id
())
+
": "
+
str
(
self
.
nodeId
)
+
" pays "
\
+
str
(
dest
)
+
" "
+
str
(
amount
)
+
" coins"
txn
_str
=
str
(
self
.
nodeId
)
+
" pays "
+
str
(
dest
)
+
" "
+
str
(
amount
)
+
" coins"
txn
=
str
(
gen_hash
(
txn_str
))
+
": "
+
txn_str
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Generated a txn:"
,
txn
)
self
.
pending_transactions
.
appen
d
(
txn
)
self
.
blockchain
.
pending_transactions
.
ad
d
(
txn
)
# schedule the next transaction
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
T_tx
),
\
self
.
_event_generate_transaction
))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
T_tx
),
self
.
_event_generate_transaction
,
)
)
# broadcast the transaction to the neighbors
self
.
broadcast_transaction
(
txn
)
pass
def
_event_receive_transaction
(
self
,
txn
):
"""
Event to receive a transaction from a neighbor
Event to receive a transaction from a neighbor
"""
txn
=
txn
[
0
]
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Received transaction"
,
get_txn_id
(
txn
))
# Receive the transaction and add it to the pending transactions
# If the transaction is new, add it and broadcast to the neighbors
if
self
.
blockchain
.
receive_txn
(
txn
)
==
1
:
if
self
.
blockchain
.
receive
d
_txn
(
txn
)
==
1
:
# Broadcast the received transaction to the neighbors immediately
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Received transaction"
,
get_txn_id
(
txn
)
)
self
.
broadcast_transaction
(
txn
)
else
:
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Already exist, discarding "
,
get_txn_id
(
txn
))
return
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"TXN exist, discarding "
,
get_txn_id
(
txn
),
)
def
broadcast_transaction
(
self
,
txn
):
"""
Broadcast the transaction to the neighbors
Broadcast the transaction to the neighbors
"""
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Broadcasting txn"
,
get_txn_id
(
txn
))
for
neighbor
in
self
.
neighbors
:
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Sending txn"
,
get_txn_id
(
txn
),
\
"to"
,
neighbor
.
nodeId
,
self
.
sim
.
curr_time
\
+
self
.
get_latency
(
neighbor
,
txn
))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
self
.
get_latency
(
neighbor
,
txn
),
\
neighbor
.
_event_receive_transaction
,
txn
))
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Sending txn"
,
get_txn_id
(
txn
),
"to"
,
neighbor
.
nodeId
,
self
.
sim
.
curr_time
+
self
.
get_latency
(
neighbor
,
txn
),
)
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
self
.
get_latency
(
neighbor
,
txn
),
neighbor
.
_event_receive_transaction
,
txn
,
)
)
return
def
_event_generate_block
(
self
,
blk
):
"""
Event to perform create a block and perform PoW and broadcast it
Event to perform create a block and perform PoW and broadcast it
"""
# discard the event if the time is not right
# this means this event has been overriden
if
self
.
sim
.
curr_time
!=
self
.
blockchain
.
next_pow_completion_time
:
return
return
# Add the block it to the blockchain and broadcast it to the neighbors
self
.
blockchain
.
add_new_mined_block
(
blk
)
self
.
broadcast_block
(
blk
)
# Schedule the next block creation event
new_blk
=
self
.
blockchain
.
create_new_block_for_pow
()
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
Tk
),
\
self
.
_event_generate_block
,
new_blk
))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
Tk
),
self
.
_event_generate_block
,
new_blk
,
)
)
return
def
_event_receive_block
(
self
,
blk
):
"""
Event to receive a block from a neighbor
Receive the block and validate it's transactions / hash
If valid, check if it is the longest chain
If it is the longest chain, add this block to the blockchain
Schedule the next block creation event
If not valid ignore
Event to receive a block from a neighbor
Receive the block and validate it's transactions / hash
If valid, check if it is the longest chain
If it is the longest chain, add this block to the blockchain
Schedule the next block creation event
If not valid ignore
"""
if
self
.
blockchain
.
alread_exist
(
blk
)
or
self
.
blockchain
.
verify_blk
(
blk
)
==
0
:
if
self
.
blockchain
.
alread
y
_exist
(
blk
)
or
self
.
blockchain
.
verify_blk
(
blk
)
==
0
:
return
self
.
blockchain
.
add_new_mined_block
(
blk
)
print
(
self
.
sim
.
curr_time
,
self
.
nodeId
,
"Received block"
,
blk
.
blkId
)
chain_length
=
self
.
blockchain
.
get_chain_length
(
blk
)
if
chain_length
>
self
.
blockchain
.
len_longest_chain
:
self
.
blockchain
.
len_longest_chain
=
self
.
blockchain
.
get_chain_length
(
blk
)
self
.
blockchain
.
head
=
blk
.
blkId
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
Tk
),
\
self
.
_event_generate_block
,
self
.
blockchain
.
create_new_block_for_pow
()))
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
sample_exponential
(
self
.
Tk
),
self
.
_event_generate_block
,
self
.
blockchain
.
create_new_block_for_pow
(),
)
)
self
.
broadcast_block
(
blk
)
def
broadcast_block
(
self
,
blk
):
"""
Broadcast the block to the neighbors
Broadcast the block to the neighbors
"""
for
neighbor
in
self
.
neighbors
:
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
self
.
get_latency
(
neighbor
,
blk
),
\
neighbor
.
_event_receive_blk
,
blk
))
return
\ No newline at end of file
self
.
sim
.
push_event
(
Event
(
self
.
sim
.
curr_time
+
self
.
get_latency
(
neighbor
,
blk
),
neighbor
.
_event_receive_blk
,
blk
,
)
)
return
# def __str__(self): # Hashed node Id
# return str(self.nodeId)
sim.log
0 → 100644
View file @
d366f99d
This source diff could not be displayed because it is too large. You can
view the blob
instead.
simulate.py
View file @
d366f99d
...
...
@@ -7,6 +7,7 @@ class Event:
self
.
time
=
time
self
.
operation
=
operation
self
.
args
=
args
def
process
(
self
):
#print("Processing event at time", self.time)
return
self
.
operation
(
self
.
args
)
...
...
@@ -30,7 +31,7 @@ class EventSimulator:
Start the simulation.
Run till the simulation time is reached or the queue is empty
"""
print
(
"Starting the simulation"
)
print
(
"Starting the simulation
...
"
)
while
len
(
self
.
queue
)
>
0
and
self
.
queue
[
0
]
.
time
<
self
.
sim_time
:
event
=
self
.
queue
.
pop
(
0
)
self
.
curr_time
=
event
.
time
...
...
utils.py
View file @
d366f99d
import
random
import
hashlib
GENESIS_SECRET
=
"afa25t#$e09ad&1q0-9quQ8q2_aE8Q^"
def
gen_hash
(
value
):
return
hashlib
.
sha256
(
value
.
encode
(
"utf-8"
))
.
hexdigest
()
def
sample_exponential
(
mean
):
return
random
.
expovariate
(
1
/
mean
)
return
random
.
expovariate
(
1
/
mean
)
txn_id
=
0
txn_id
=
0
def
gen_txn_id
():
global
txn_id
txn_id
+=
1
return
txn_id
def
get_txn_id
(
txn
):
return
txn
.
split
(
":"
)[
0
]
blk_id
=
0
blk_id
=
0
def
gen_blk_id
():
global
blk_id
blk_id
+=
1
return
blk_id
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