mirror of
https://github.com/logos-blockchain/logos-blockchain-simulations.git
synced 2026-01-08 08:03:11 +00:00
254 lines
8.9 KiB
Python
254 lines
8.9 KiB
Python
import os
|
|
import sys
|
|
import math
|
|
import typer
|
|
import glob
|
|
import json
|
|
import pandas as pd
|
|
import numpy as np
|
|
import logging as log
|
|
from pathlib import Path
|
|
import matplotlib.pyplot as plt
|
|
from os import walk
|
|
from collections import defaultdict
|
|
|
|
def read_json(fname):
|
|
with open(fname) as f:
|
|
cdata = json.load(f)
|
|
return cdata
|
|
|
|
def write_json(dic, fname):
|
|
dic_str = {str(k): str(v) for k,v in dic.items()}
|
|
jdump = json.dumps(dic_str, indent=4, sort_keys=True)
|
|
with open(fname, 'w') as f:
|
|
f.write(jdump)
|
|
|
|
def read_dict(fname):
|
|
with open(fname, 'r') as f:
|
|
return eval(f.read())
|
|
|
|
def write_dict(dic, fname):
|
|
with open(fname, 'w') as f:
|
|
return f.write(str(dic))
|
|
|
|
def read_csv(fname):
|
|
df = pd.read_csv(fname, header=0, comment='#', skipinitialspace = True )
|
|
return df
|
|
|
|
|
|
def write_csv(df, fname):
|
|
df.to_csv(fname)
|
|
|
|
def compute_view_finalisation_times(df, conf, oprefix, simtype, tag="tag", plot=False):
|
|
if simtype == "tree":
|
|
num_nodes = conf["node_count"]
|
|
log.info(f'num nodes: tree: {num_nodes} - - {conf["stream_settings"]["path"]}')
|
|
else:
|
|
committee_size = int (conf["node_count"]/conf["overlay_settings"]["branch_depth"])
|
|
num_tree_nodes = 2 ** (conf["overlay_settings"]["branch_depth"] - 1) - 1
|
|
num_nodes = num_tree_nodes * committee_size
|
|
log.info(f'num nodes: branch: {num_nodes} = {num_tree_nodes}*{committee_size} - {conf["overlay_settings"]["branch_depth"], conf["stream_settings"]["path"]}')
|
|
|
|
two3rd = math.floor(conf["node_count"] * 2/3) + 1
|
|
#two3rd = math.floor(conf["node_count"] * 3/3)
|
|
|
|
views, view2fin_time = df.current_view.unique()[:-2], {}
|
|
log.debug(f'views: {conf["stream_settings"]["path"]} {views}, {df.current_view.unique()}')
|
|
|
|
for start_view in views:
|
|
end_view = start_view + 2
|
|
start_idx = df.index[(df['current_view'] == start_view)][0]
|
|
end_idx = df.index[(df['current_view'] == end_view)][two3rd-1]
|
|
start_step = df.iloc[start_idx].step_id
|
|
end_step = df.iloc[end_idx].step_id
|
|
view2fin_time[start_view] = end_step - start_step
|
|
log.debug(f'{start_view}({start_idx}), {end_view}({end_idx}) : {end_step} - {start_step} = {view2fin_time[start_view]}')
|
|
|
|
if not plot:
|
|
return view2fin_time
|
|
|
|
fig, axes = plt.subplots(1, 1, layout='constrained', sharey=False)
|
|
fig.set_figwidth(12)
|
|
fig.set_figheight(10)
|
|
|
|
fig.suptitle(f'View Finalisation Times - {tag}')
|
|
axes.set_ylabel("Number of Epochs to Finalise a View")
|
|
axes.set_xlabel("Views")
|
|
axes.set_xticks([x for x in view2fin_time.keys()])
|
|
axes.set_yticks([x for x in range(0, max(view2fin_time.values())+2)])
|
|
|
|
axes.plot(view2fin_time.keys(), view2fin_time.values(), linestyle='--', marker='o')
|
|
plt.show()
|
|
plt.savefig(f'{oprefix}-view-finalisation-times.pdf', format="pdf", bbox_inches="tight")
|
|
|
|
def compute_view_times(path, oprefix, otype):
|
|
nwsize2vfins = {}
|
|
#conf_fnames = next(walk(f'{path}/configs'), (None, None, []))[2]
|
|
conf_fnames = glob.glob(f'{path}/configs/*_{otype}.json')
|
|
for conf in conf_fnames:
|
|
tag = os.path.splitext(os.path.basename(conf))[0]
|
|
#cfile, dfile = f'{path}/configs/{conf}', f'{path}/output/{tag}.csv'
|
|
cfile, dfile = f'{conf}', f'{path}/output/{tag}.csv'
|
|
conf, df = read_json(cfile), read_csv(dfile)
|
|
simtype = conf["stream_settings"]["path"].split("/")[1].split("_")[0]
|
|
view2fin = compute_view_finalisation_times(df, conf, oprefix, simtype, tag, plot=False)
|
|
if not view2fin: # < 2 views
|
|
continue
|
|
if simtype == "tree":
|
|
num_nodes = conf["node_count"]
|
|
max_depth = math.ceil(math.log(conf["overlay_settings"]["number_of_committees"], 2))
|
|
else:
|
|
num_tree_nodes = 2 ** (conf["overlay_settings"]["branch_depth"]) - 1
|
|
num_committees = int (conf["node_count"]/conf["overlay_settings"]["branch_depth"])
|
|
num_nodes = num_tree_nodes * num_committees
|
|
max_depth = conf["overlay_settings"]["branch_depth"]
|
|
|
|
print(f'depth = {max_depth}')
|
|
#if simtype == "branch":
|
|
# max_depth = conf["overlay_settings"]["branch_depth"]
|
|
#else:
|
|
# max_depth = math.log(num_nodes + 1, 2) - 1
|
|
if num_nodes in nwsize2vfins:
|
|
nwsize2vfins[num_nodes].append((simtype, max_depth, view2fin, tag))
|
|
else:
|
|
nwsize2vfins[num_nodes] = [(simtype, max_depth, view2fin, tag)]
|
|
return nwsize2vfins
|
|
|
|
def plot_view_times(nwsize2vfins, simtype, oprefix, otype):
|
|
logbands = {}
|
|
logbands[simtype] = {}
|
|
logbands[simtype]["low"] = []
|
|
logbands[simtype]["high"] = []
|
|
|
|
if simtype == "branch":
|
|
low, high = 0.75, 1.5
|
|
else:
|
|
low, high = 0.75, 1.5
|
|
data = [[], [], []]
|
|
for n in sorted(list(map(int, nwsize2vfins.keys()))):
|
|
vfin = nwsize2vfins[n]
|
|
#print(f"{simtype} {n} {nwsize2vfins[n]}", end=' == ')
|
|
for run in vfin:
|
|
#print(run)
|
|
if otype in run[3] and simtype in run[0]:
|
|
data[0].append(n)
|
|
data[1].append(int(run[2][0]))
|
|
data[2].append(int(run[1]))
|
|
log.debug(f"IF: {simtype}={run[0]} : {n} {run[3]}")
|
|
logbands[simtype]["low"].append(math.log(n, 2)*low)
|
|
logbands[simtype]["high"].append(math.log(n, 2)*high)
|
|
else:
|
|
log.debug(f"ELSE: {simtype}!={run[0]} : {n} {run[3]}")
|
|
|
|
|
|
print(data)
|
|
fig, axes = plt.subplots(1, 1, layout='constrained', sharey=False)
|
|
fig.set_figwidth(12)
|
|
fig.set_figheight(10)
|
|
|
|
fig.suptitle(f'View Finalisation Times - {simtype}')
|
|
axes.set_ylabel("Number of Epochs")
|
|
axes.set_xlabel("Number of Nodes")
|
|
|
|
l1 = axes.plot(data[0], data[2], linestyle='-.', marker='o', label='Depth')
|
|
l2 = axes.plot(data[0], data[1], linestyle='-', marker='o', label='Carnot')
|
|
#l3 = axes.plot(data[0], logbands[simtype]["low"], linestyle='--', marker='x', label=f'{low} * log(#nodes)')
|
|
#l4 = axes.plot(data[0], logbands[simtype]["high"], linestyle='--', marker='x', label=f'{high} * log(#nodes)')
|
|
l = l1 + l2 #+ l3 + l4
|
|
|
|
labels = [curve.get_label() for curve in l]
|
|
axes.legend(l, labels, loc="lower right")
|
|
|
|
plt.show()
|
|
plt.savefig(f'{oprefix}-{simtype}-output.pdf', format="pdf", bbox_inches="tight")
|
|
plt.clf()
|
|
plt.cla()
|
|
plt.close()
|
|
return data
|
|
|
|
def plot_tree_vs_branch(tree, branch, oprefix):
|
|
|
|
print(tree, branch)
|
|
fig, axes = plt.subplots(1, 1, layout='constrained', sharey=False)
|
|
fig.set_figwidth(12)
|
|
fig.set_figheight(10)
|
|
|
|
fig.suptitle(f'View Finalisation Times - Tree vs Branch')
|
|
axes.set_xlabel("Tree")
|
|
axes.set_ylabel("Branch")
|
|
|
|
#branch[1] = [6] + branch[1]
|
|
print("\nT, B:", f'({tree[1], len(tree[1])})', f'({branch[1], len(branch[1])})')
|
|
axes.scatter(tree[1], branch[1])
|
|
|
|
axes.plot([0, 1], [0, 1], linestyle='dashed', transform=axes.transAxes)
|
|
|
|
'''
|
|
fig.suptitle(f'View Finalisation Times - Tree vs Branch')
|
|
axes.set_xlabel("Number of Nodes")
|
|
axes.set_ylabel("Number of Epochs")
|
|
|
|
|
|
axes.scatter(tree[0], tree[1], label="Tree")
|
|
axes.scatter(branch[0], branch[1], label="Branch")
|
|
'''
|
|
|
|
plt.show()
|
|
plt.savefig(f'{oprefix}-scatter.pdf', format="pdf", bbox_inches="tight")
|
|
plt.clf()
|
|
plt.cla()
|
|
plt.close()
|
|
|
|
|
|
app = typer.Typer()
|
|
|
|
@app.command()
|
|
def view(ctx: typer.Context,
|
|
data_file: Path = typer.Option("config.json",
|
|
exists=True, file_okay=True, readable=True,
|
|
help="Set the simulation config file"),
|
|
config_file: Path = typer.Option("simout.csv",
|
|
exists=True, file_okay=True, readable=True,
|
|
help="Set the simulation data file"),
|
|
oprefix: str = typer.Option("output",
|
|
help="Set the output prefix for the plots"),
|
|
):
|
|
log.basicConfig(level=log.INFO)
|
|
|
|
tag = os.path.splitext(os.path.basename(data_file))[0]
|
|
conf, df = read_json(config_file), read_csv(data_file)
|
|
compute_view_finalisation_times(df, conf, oprefix, simtype, tag, plot=True)
|
|
|
|
@app.command()
|
|
def views(ctx: typer.Context,
|
|
path: Path = typer.Option("../",
|
|
exists=True, dir_okay=True, readable=True,
|
|
help="Set the simulation config file"),
|
|
oprefix: str = typer.Option("output",
|
|
help="Set the output prefix for the plots"),
|
|
otype: str = typer.Option("nolat",
|
|
help="Select the for the plots")
|
|
):
|
|
|
|
log.basicConfig(level=log.INFO)
|
|
nwsize2vfins = compute_view_times(path, oprefix, otype)
|
|
write_dict(nwsize2vfins, f'{oprefix}-viewtimes.dict')
|
|
|
|
print("processed and wrote the dict. now reading...")
|
|
nwsize2vfins = read_dict(f'{oprefix}-viewtimes.dict')
|
|
tree = plot_view_times(nwsize2vfins, "tree", oprefix, otype)
|
|
branch = plot_view_times(nwsize2vfins, "branch", oprefix, otype)
|
|
|
|
plot_tree_vs_branch(tree, branch, oprefix)
|
|
|
|
@app.command()
|
|
def other_commands():
|
|
pass
|
|
|
|
|
|
if __name__ == "__main__":
|
|
app()
|
|
|
|
|
|
|