novos graficos testes

This commit is contained in:
José Henrique Ivanchechen 2023-09-24 12:47:17 -03:00
parent f0fa227035
commit 2dbdbea018
3 changed files with 66 additions and 34 deletions

10
scripts/common.py Normal file
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@ -0,0 +1,10 @@
API_REQUESTS = [
('/status/ok', 'GET', range(0, 30_000, 5000), None),
('/image/save-big-image', 'POST', range(0, 10_000, 1_000), open('big-image.png', 'rb').read()),
(f'/image/blur?radius={BLUR_RADIUS}', 'POST', range(0, 1_000, 50), open('small-image.png', 'rb').read()),
('/image/load-small-image', 'GET', range(0, 30_000, 5000), None),
('/static/small-image.png', 'GET', range(0, 30_000, 5000), None),
('/image/load-big-image', 'GET', range(0, 500, 50), None),
('/static/big-image.png', 'GET', range(0, 500, 50), None),
('/static/video.mp4', 'GET', range(0, 10_000, 1_000), None),
]

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@ -1,11 +1,18 @@
import numpy as np
import matplotlib.pyplot as plt
import os
from common import API_REQUESTS
FRAMEWORKS = ['Actix', 'ASP.NET', 'Flask']
def plot_graph(x_data, y_data, title, x_label, y_label, filename):
for i, framework in enumerate(FRAMEWORKS):
plt.plot(x_data, y_data[i], markersize=1, linewidth=1, linestyle='solid', label=framework)
def plot_graph(x, y, title, x_label, y_label, filename):
plt.plot(x, y, 'ro', markersize=1, linewidth=0.5, linestyle='solid')
plt.title(title)
plt.xlabel(x_label)
plt.ylabel(y_label)
plt.legend()
plt.savefig(f'{filename}.png')
plt.clf()
@ -13,18 +20,22 @@ def plot_graph(x, y, title, x_label, y_label, filename):
def plot_resource_graph(x_data, y_data, title, x_label, y_label, filename):
requests = x_data
resource = {
'CPU': [p[0] for p in y_data],
'RAM': [p[1] for p in y_data],
}
frameworks = {}
print(y_data)
for i, framework in enumerate(FRAMEWORKS):
frameworks[framework] = y_data[i]
x = np.arange(len(requests))
width = 0.25
width = 0.10
multiplier = 0
fig, ax = plt.subplots(layout='constrained')
for attribute, measurement in resource.items():
print(x)
for framework, measurements in frameworks.items():
print(framework, measurements)
for attribute, measurement in frameworks.items():
offset = width * multiplier
rects = ax.bar(x + offset, measurement, width, label=attribute)
@ -36,8 +47,8 @@ def plot_resource_graph(x_data, y_data, title, x_label, y_label, filename):
ax.set_ylabel(y_label)
ax.set_title(title)
ax.set_xticks(x + (width/2), requests)
ax.legend(loc='upper left', ncols=len(resource.items()))
ax.set_ylim(0, 100)
ax.legend(loc='upper left', ncols=len(frameworks.items()))
ax.set_ylim(0, 120)
plt.savefig(f'{filename}.png')
@ -75,15 +86,41 @@ def get_resource_data(filename):
return x, y
def generate_req_graph(filename, framework_name, endpoint_name):
x, y = get_data(filename)
x, _ = get_data(filename)
y = []
filename = filename.split('/')[-1]
new_filename = filename.replace('.csv', '')
plot_graph(x, y, f'{framework_name} - {endpoint_name}', 'Número de requisições', 'Requisições por segundo', new_filename)
for f in FRAMEWORKS:
newfile = filename.replace(framework_name, f)
_, y_data = get_resource_data(newfile)
y.append(y_data)
graph_file = f'req_{endpoint_name.replace("/", "").replace("?", "")}'
plot_graph(x, y, f'Requisições atendidas por segundo - {endpoint_name}', 'Número de requisições', 'Requisições/segundo', graph_file)
def generate_resource_graph(filename, framework_name, endpoint_name):
x, y = get_resource_data(filename)
x, _ = get_resource_data(filename)
filename = filename.split('/')[-1]
new_filename = filename.replace('.csv', '')
plot_resource_graph(x, y, f'{framework_name} - {endpoint_name}', 'Uso de recursos', 'Uso (%)', new_filename)
for resource_index, resource in enumerate(['cpu', 'ram']):
y = []
for f in FRAMEWORKS:
newfile = filename.replace(framework_name, f)
_, y_data = get_resource_data(newfile)
y.append([data[resource_index] for data in y_data])
graph_file = f'{resource}_{endpoint_name.replace("/", "").replace("?", "")}'
plot_resource_graph(x, y, f'Uso de {resource.upper()} - {endpoint_name}', 'Número de requisições', 'Uso (%)', graph_file)
if __name__ == '__main__':
endpoints = [config[0] for config in API_REQUESTS]
for endpoint_name in endpoints:
framework_name = 'Actix'
endpoint_file = endpoint_name.replace('/', '')
filename = f'data/resource_Actix_{endpoint_file}.csv'
generate_resource_graph(filename, framework_name, endpoint_name)
filename = f'data/req_Actix_{endpoint_file}.csv'
generate_req_graph(filename, framework_name, endpoint_name)

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@ -4,9 +4,9 @@ import concurrent.futures
import time
import sys
import os
from graph import generate_req_graph, generate_resource_graph
from math import floor
from init import init
from common import API_REQUESTS
if len(sys.argv) < 2 or len(sys.argv) > 3 or sys.argv[1] == '-h' or sys.argv[1] == '--help':
print("Usage: python testes.py <framework name> [container name]")
@ -19,16 +19,6 @@ FRAMEWORK_NAME = sys.argv[1]
CONTAINER_NAME = sys.argv[2] if len(sys.argv) > 2 else ""
URL_BASE = 'http://localhost:9090'
BLUR_RADIUS = 5
API_REQUESTS = [
('/image/save-big-image', 'POST', range(0, 10_000, 1_000), open('big-image.png', 'rb').read()),
(f'/image/blur?radius={BLUR_RADIUS}', 'POST', range(0, 1_000, 50), open('small-image.png', 'rb').read()),
('/status/ok', 'GET', range(0, 30_000, 5000), None),
('/image/load-small-image', 'GET', range(0, 30_000, 5000), None),
('/static/small-image.png', 'GET', range(0, 30_000, 5000), None),
('/image/load-big-image', 'GET', range(0, 500, 50), None),
('/static/big-image.png', 'GET', range(0, 500, 50), None),
('/static/video.mp4', 'GET', range(0, 10_000, 1_000), None),
]
def send_request(url, method = 'GET', payload = None):
success = False
@ -112,9 +102,6 @@ def run_tests(endpoint, method, num_requests, metadata):
record(files[0], num_request, f"{num_request/elapsed_time:.2f}")
record_resource(files[1], num_request, cpu, ram)
generate_req_graph(files[0], FRAMEWORK_NAME, endpoint)
generate_resource_graph(files[1], FRAMEWORK_NAME, endpoint)
time.sleep(3)
def get_resource_usage():
@ -147,8 +134,6 @@ def get_ram_usage(stats):
if __name__ == "__main__":
if not os.path.exists("data"):
os.mkdir("data")
else:
os.system("rm -rf data/*")
for endpoint, method, num_requests, metadata in API_REQUESTS:
print(f"# {endpoint}")