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Update graphs.py

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Guilherme Werner
2024-10-20 15:22:58 -03:00
parent d84c0371f0
commit 122c356375
1 changed files with 14 additions and 13 deletions
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27
src/graphs.py
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@ -5,7 +5,7 @@ import pyshark
import pandas as pd
import matplotlib.pyplot as plt
max_packets = 10000
max_packets = 1000
trace_files = ["bedrock-60s", "java-60s"]
metrics_dict = {
@ -29,21 +29,21 @@ for trace_file in trace_files:
timestamp = float(packet.sniff_timestamp)
# Tamanho do pacote em bytes
packet_size = int(packet.length)
if "TCP" in packet:
ack_flag = int(packet.tcp.flags_ack) if hasattr(packet.tcp, "flags_ack") else 0
syn_flag = int(packet.tcp.flags_syn) if hasattr(packet.tcp, "flags_syn") else 0
else:
ack_flag = 0
syn_flag = 0
data.append({
"timestamp": timestamp,
"packet_size": packet_size,
"ack_flag": ack_flag,
"syn_flag": syn_flag
})
packet_count += 1
if packet_count >= max_packets:
@ -76,18 +76,19 @@ for trace_file in trace_files:
"total_syns": total_syns,
"average_latency_ms": round(average_latency, 2)
}])
metrics_df.to_csv(f"./trace/{trace_file}.csv", index=False)
metrics_df_all = pd.DataFrame(metrics_dict)
test_labels = {"java-60s": "Java (60s)", "bedrock-60s": "Bedrock (60s)"}
test_labels = {"java-60s": "Java (TCP)", "bedrock-60s": "Bedrock (UDP)"}
# Gráfico do total de pacotes
plt.figure(figsize=(12, 6))
metrics_df_all.plot(kind="bar", x="test_name", y="total_packets", legend=False)
total_packets_values = [96849, 348204]
plt.figure(figsize=(6.4, 4.8))
plt.bar(trace_files, total_packets_values)
plt.title("Total de Pacotes por Teste")
plt.xlabel("Teste")
#plt.xlabel("Teste")
plt.ylabel("Total de Pacotes")
plt.xticks(ticks=range(len(test_labels)), labels=[test_labels[file] for file in trace_files], rotation=45)
plt.tight_layout()
@ -96,9 +97,9 @@ plt.close()
# Gráfico do tamanho médio dos pacotes
plt.figure(figsize=(12, 6))
metrics_df_all.plot(kind="bar", x="test_name", y="average_packet_size_kb", legend=False)
metrics_df_all.plot(kind="bar", y="average_packet_size_kb", legend=False)
plt.title("Tamanho Médio dos Pacotes por Teste")
plt.xlabel("Teste")
#plt.xlabel("Teste")
plt.ylabel("Tamanho Médio dos Pacotes (kB)")
plt.xticks(ticks=range(len(test_labels)), labels=[test_labels[file] for file in trace_files], rotation=45)
plt.tight_layout()
@ -107,9 +108,9 @@ plt.close()
# Gráfico da latência média
plt.figure(figsize=(12, 6))
metrics_df_all.plot(kind="bar", x="test_name", y="average_latency_ms", legend=False)
metrics_df_all.plot(kind="bar", y="average_latency_ms", legend=False)
plt.title("Latência Média por Teste")
plt.xlabel("Teste")
#plt.xlabel("Teste")
plt.ylabel("Latência Média (ms)")
plt.xticks(ticks=range(len(test_labels)), labels=[test_labels[file] for file in trace_files], rotation=45)
plt.tight_layout()