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Add cycle plots
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polybeandip committed Sep 13, 2024
1 parent 2bd6dbe commit 04f8421
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74 changes: 74 additions & 0 deletions frontends/queues/plot_cycles.py
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import os
import numpy as np
import matplotlib.pyplot as plt

def append_path_prefix(file):
path_to_script = os.path.dirname(__file__)
path_to_file = os.path.join(path_to_script, file)
return path_to_file

cycle_stats = append_path_prefix("cycles.txt")

# Parse data for round_robin and strict queues
binheap_rr_cycle_counts = []
specialized_rr_cycle_counts = []
binheap_strict_cycle_counts = []
specialized_strict_cycle_counts = []
with open(cycle_stats) as cycle_stats:
for line in cycle_stats:
if "round_robin" in line:
split = line.strip().split(":")
tup = (split[0].split("flow")[0][-1], int(split[1]))
if "binheap" in line:
binheap_rr_cycle_counts.append(tup)
else:
specialized_rr_cycle_counts.append(tup)
if "strict" in line:
split = line.strip().split(":")
tup = (split[0].split("flow")[0][-1], int(split[1]))
if "binheap" in line:
binheap_strict_cycle_counts.append(tup)
else:
specialized_strict_cycle_counts.append(tup)

# Draw results
fig, ax = plt.subplots(1, 1)
fig.set_size_inches(20, 10, forward=True)
ax.set_title("Cycle Counts for Round Robin Queues",
fontweight='bold',
fontsize=20)
ax.set_xlabel("number of flows",
fontsize=20)
ax.set_ylabel("cycles",
fontsize=20)
ax.scatter(
list(map(lambda x: x[0], specialized_rr_cycle_counts)),
list(map(lambda x: x[1], specialized_rr_cycle_counts)),
c='b')
ax.scatter(
list(map(lambda x: x[0], binheap_rr_cycle_counts)),
list(map(lambda x: x[1], binheap_rr_cycle_counts)),
c='g')
file = append_path_prefix("round_robin.png")
plt.savefig(file)

fig, ax = plt.subplots(1, 1)
fig.set_size_inches(20, 10, forward=True)
ax.set_title("Cycle Counts for Strict Queues",
fontweight='bold',
fontsize=18)
ax.set_xlabel("number of flows",
fontsize=16)
ax.set_ylabel("cycles",
fontsize=16)
ax.scatter(
list(map(lambda x: x[0], specialized_strict_cycle_counts)),
list(map(lambda x: x[1], specialized_strict_cycle_counts)),
c='b')
ax.scatter(
list(map(lambda x: x[0], binheap_strict_cycle_counts)),
list(map(lambda x: x[1], binheap_strict_cycle_counts)),
c='g')
file = append_path_prefix("strict.png")
plt.savefig(file)

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Binary file added frontends/queues/strict.png
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