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@ -2,6 +2,7 @@ import os
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import sys
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import math
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import typer
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import glob
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import json
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import pandas as pd
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import numpy as np
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@ -41,16 +42,18 @@ def write_csv(df, fname):
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def compute_view_finalisation_times(df, conf, oprefix, simtype, tag="tag", plot=False):
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if simtype == "tree":
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num_nodes = conf["node_count"]
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log.info(f'num nodes: tree: {num_nodes} - - {conf["stream_settings"]["path"]}')
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else:
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num_tree_nodes = 2 ** (conf["overlay_settings"]["branch_depth"]) - 1
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num_committees = int (conf["node_count"]/conf["overlay_settings"]["branch_depth"])
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num_nodes = num_tree_nodes * num_committees
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log.debug(f"num nodes: {num_nodes, num_tree_nodes, num_committees}")
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committee_size = int (conf["node_count"]/conf["overlay_settings"]["branch_depth"])
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num_tree_nodes = 2 ** (conf["overlay_settings"]["branch_depth"] - 1) - 1
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num_nodes = num_tree_nodes * committee_size
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log.info(f'num nodes: branch: {num_nodes} = {num_tree_nodes}*{committee_size} - {conf["overlay_settings"]["branch_depth"], conf["stream_settings"]["path"]}')
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two3rd = math.floor(conf["node_count"] * 2/3) + 1
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#two3rd = math.floor(conf["node_count"] * 3/3)
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views, view2fin_time = df.current_view.unique()[:-2], {}
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log.info(f'views: {conf["stream_settings"]["path"]} {views}, {df.current_view.unique()}')
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log.debug(f'views: {conf["stream_settings"]["path"]} {views}, {df.current_view.unique()}')
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for start_view in views:
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end_view = start_view + 2
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@ -78,12 +81,14 @@ def compute_view_finalisation_times(df, conf, oprefix, simtype, tag="tag", plot=
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plt.show()
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plt.savefig(f'{oprefix}-view-finalisation-times.pdf', format="pdf", bbox_inches="tight")
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def compute_view_times(path, oprefix):
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def compute_view_times(path, oprefix, otype):
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nwsize2vfins = {}
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conf_fnames = next(walk(f'{path}/configs'), (None, None, []))[2]
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#conf_fnames = next(walk(f'{path}/configs'), (None, None, []))[2]
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conf_fnames = glob.glob(f'{path}/configs/*_{otype}.json')
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for conf in conf_fnames:
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tag = os.path.splitext(os.path.basename(conf))[0]
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cfile, dfile = f'{path}/configs/{conf}', f'{path}/output/{tag}.csv'
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#cfile, dfile = f'{path}/configs/{conf}', f'{path}/output/{tag}.csv'
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cfile, dfile = f'{conf}', f'{path}/output/{tag}.csv'
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conf, df = read_json(cfile), read_csv(dfile)
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simtype = conf["stream_settings"]["path"].split("/")[1].split("_")[0]
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view2fin = compute_view_finalisation_times(df, conf, oprefix, simtype, tag, plot=False)
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@ -91,22 +96,25 @@ def compute_view_times(path, oprefix):
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continue
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if simtype == "tree":
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num_nodes = conf["node_count"]
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max_depth = math.ceil(math.log(conf["overlay_settings"]["number_of_committees"], 2))
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else:
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num_tree_nodes = 2 ** (conf["overlay_settings"]["branch_depth"]) - 1
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num_committees = int (conf["node_count"]/conf["overlay_settings"]["branch_depth"])
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num_nodes = num_tree_nodes * num_committees
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#num_nodes = conf["node_count"]
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if simtype == "branch":
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max_depth = conf["overlay_settings"]["branch_depth"]
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else:
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max_depth = math.log(num_nodes + 1, 2) - 1
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print(f'depth = {max_depth}')
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#if simtype == "branch":
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# max_depth = conf["overlay_settings"]["branch_depth"]
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#else:
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# max_depth = math.log(num_nodes + 1, 2) - 1
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if num_nodes in nwsize2vfins:
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nwsize2vfins[num_nodes].append((simtype, max_depth, view2fin, tag))
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else:
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nwsize2vfins[num_nodes] = [(simtype, max_depth, view2fin, tag)]
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return nwsize2vfins
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def plot_view_times(nwsize2vfins, simtype, oprefix):
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def plot_view_times(nwsize2vfins, simtype, oprefix, otype):
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logbands = {}
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logbands[simtype] = {}
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logbands[simtype]["low"] = []
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@ -116,19 +124,21 @@ def plot_view_times(nwsize2vfins, simtype, oprefix):
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low, high = 0.75, 1.5
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else:
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low, high = 0.75, 1.5
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data = [[], []]
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data = [[], [], []]
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for n in sorted(list(map(int, nwsize2vfins.keys()))):
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vfin = nwsize2vfins[n]
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print(f"{simtype} {nwsize2vfins[n]}", end=' == ')
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#print(f"{simtype} {n} {nwsize2vfins[n]}", end=' == ')
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for run in vfin:
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if "nolat" in run[3] and simtype in run[0]:
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#print(run)
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if otype in run[3] and simtype in run[0]:
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data[0].append(n)
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data[1].append(int(run[2][0]))
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print(f"IF: {simtype}={run[0]} : {n} {run[3]}")
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data[2].append(int(run[1]))
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log.debug(f"IF: {simtype}={run[0]} : {n} {run[3]}")
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logbands[simtype]["low"].append(math.log(n, 2)*low)
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logbands[simtype]["high"].append(math.log(n, 2)*high)
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else:
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print(f"ELSE: {simtype}!={run[0]} : {n} {run[3]}")
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log.debug(f"ELSE: {simtype}!={run[0]} : {n} {run[3]}")
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print(data)
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@ -140,10 +150,11 @@ def plot_view_times(nwsize2vfins, simtype, oprefix):
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axes.set_ylabel("Number of Epochs")
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axes.set_xlabel("Number of Nodes")
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l1 = axes.plot(data[0], data[1], linestyle='-', marker='o', label='Carnot')
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l2 = axes.plot(data[0], logbands[simtype]["low"], linestyle='--', marker='x', label=f'{low} * log(#nodes)')
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l3 = axes.plot(data[0], logbands[simtype]["high"], linestyle='--', marker='x', label=f'{high} * log(#nodes)')
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l = l1 + l2 + l3
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l1 = axes.plot(data[0], data[2], linestyle='-.', marker='o', label='Depth')
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l2 = axes.plot(data[0], data[1], linestyle='-', marker='o', label='Carnot')
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#l3 = axes.plot(data[0], logbands[simtype]["low"], linestyle='--', marker='x', label=f'{low} * log(#nodes)')
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#l4 = axes.plot(data[0], logbands[simtype]["high"], linestyle='--', marker='x', label=f'{high} * log(#nodes)')
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l = l1 + l2 #+ l3 + l4
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labels = [curve.get_label() for curve in l]
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axes.legend(l, labels, loc="lower right")
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@ -166,10 +177,8 @@ def plot_tree_vs_branch(tree, branch, oprefix):
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axes.set_xlabel("Tree")
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axes.set_ylabel("Branch")
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#print("\nT, B:", tree[1], branch[1])
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branch[1].insert(0, 6)
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print("\nT, B:", tree[1], branch[1])
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branch[1] = [6] + branch[1]
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print("\nT, B:", f'({tree[1], len(tree[1])})', f'({branch[1], len(branch[1])})')
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axes.scatter(tree[1], branch[1])
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axes.plot([0, 1], [0, 1], linestyle='dashed', transform=axes.transAxes)
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@ -216,17 +225,19 @@ def views(ctx: typer.Context,
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exists=True, dir_okay=True, readable=True,
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help="Set the simulation config file"),
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oprefix: str = typer.Option("output",
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help="Set the output prefix for the plots")
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help="Set the output prefix for the plots"),
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otype: str = typer.Option("nolat",
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help="Select the for the plots")
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):
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log.basicConfig(level=log.INFO)
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nwsize2vfins = compute_view_times(path, oprefix)
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write_dict(nwsize2vfins, f'{oprefix}-viewtimes.dict')
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nwsize2vfins = compute_view_times(path, oprefix, otype)
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#write_dict(nwsize2vfins, f'{oprefix}-viewtimes.dict')
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print("reading ")
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print("processed and wrote the dict. now reading...")
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nwsize2vfins = read_dict(f'{oprefix}-viewtimes.dict')
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tree = plot_view_times(nwsize2vfins, "tree", oprefix)
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branch = plot_view_times(nwsize2vfins, "branch", oprefix)
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tree = plot_view_times(nwsize2vfins, "tree", oprefix, otype)
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branch = plot_view_times(nwsize2vfins, "branch", oprefix, otype)
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plot_tree_vs_branch(tree, branch, oprefix)
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