mirror of https://github.com/ivanch/tcc.git
novos graficos testes
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@ -0,0 +1,10 @@
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API_REQUESTS = [
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('/status/ok', 'GET', range(0, 30_000, 5000), None),
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('/image/save-big-image', 'POST', range(0, 10_000, 1_000), open('big-image.png', 'rb').read()),
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(f'/image/blur?radius={BLUR_RADIUS}', 'POST', range(0, 1_000, 50), open('small-image.png', 'rb').read()),
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('/image/load-small-image', 'GET', range(0, 30_000, 5000), None),
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('/static/small-image.png', 'GET', range(0, 30_000, 5000), None),
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('/image/load-big-image', 'GET', range(0, 500, 50), None),
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('/static/big-image.png', 'GET', range(0, 500, 50), None),
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('/static/video.mp4', 'GET', range(0, 10_000, 1_000), None),
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]
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@ -1,11 +1,18 @@
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import numpy as np
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import matplotlib.pyplot as plt
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import os
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from common import API_REQUESTS
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FRAMEWORKS = ['Actix', 'ASP.NET', 'Flask']
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def plot_graph(x_data, y_data, title, x_label, y_label, filename):
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for i, framework in enumerate(FRAMEWORKS):
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plt.plot(x_data, y_data[i], markersize=1, linewidth=1, linestyle='solid', label=framework)
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def plot_graph(x, y, title, x_label, y_label, filename):
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plt.plot(x, y, 'ro', markersize=1, linewidth=0.5, linestyle='solid')
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plt.title(title)
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plt.xlabel(x_label)
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plt.ylabel(y_label)
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plt.legend()
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plt.savefig(f'{filename}.png')
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plt.clf()
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@ -13,18 +20,22 @@ def plot_graph(x, y, title, x_label, y_label, filename):
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def plot_resource_graph(x_data, y_data, title, x_label, y_label, filename):
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requests = x_data
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resource = {
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'CPU': [p[0] for p in y_data],
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'RAM': [p[1] for p in y_data],
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}
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frameworks = {}
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print(y_data)
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for i, framework in enumerate(FRAMEWORKS):
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frameworks[framework] = y_data[i]
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x = np.arange(len(requests))
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width = 0.25
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width = 0.10
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multiplier = 0
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fig, ax = plt.subplots(layout='constrained')
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for attribute, measurement in resource.items():
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print(x)
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for framework, measurements in frameworks.items():
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print(framework, measurements)
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for attribute, measurement in frameworks.items():
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offset = width * multiplier
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rects = ax.bar(x + offset, measurement, width, label=attribute)
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@ -36,8 +47,8 @@ def plot_resource_graph(x_data, y_data, title, x_label, y_label, filename):
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ax.set_ylabel(y_label)
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ax.set_title(title)
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ax.set_xticks(x + (width/2), requests)
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ax.legend(loc='upper left', ncols=len(resource.items()))
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ax.set_ylim(0, 100)
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ax.legend(loc='upper left', ncols=len(frameworks.items()))
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ax.set_ylim(0, 120)
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plt.savefig(f'{filename}.png')
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@ -75,15 +86,41 @@ def get_resource_data(filename):
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return x, y
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def generate_req_graph(filename, framework_name, endpoint_name):
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x, y = get_data(filename)
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x, _ = get_data(filename)
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y = []
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filename = filename.split('/')[-1]
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new_filename = filename.replace('.csv', '')
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plot_graph(x, y, f'{framework_name} - {endpoint_name}', 'Número de requisições', 'Requisições por segundo', new_filename)
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for f in FRAMEWORKS:
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newfile = filename.replace(framework_name, f)
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_, y_data = get_resource_data(newfile)
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y.append(y_data)
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graph_file = f'req_{endpoint_name.replace("/", "").replace("?", "")}'
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plot_graph(x, y, f'Requisições atendidas por segundo - {endpoint_name}', 'Número de requisições', 'Requisições/segundo', graph_file)
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def generate_resource_graph(filename, framework_name, endpoint_name):
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x, y = get_resource_data(filename)
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x, _ = get_resource_data(filename)
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filename = filename.split('/')[-1]
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new_filename = filename.replace('.csv', '')
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plot_resource_graph(x, y, f'{framework_name} - {endpoint_name}', 'Uso de recursos', 'Uso (%)', new_filename)
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for resource_index, resource in enumerate(['cpu', 'ram']):
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y = []
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for f in FRAMEWORKS:
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newfile = filename.replace(framework_name, f)
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_, y_data = get_resource_data(newfile)
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y.append([data[resource_index] for data in y_data])
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graph_file = f'{resource}_{endpoint_name.replace("/", "").replace("?", "")}'
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plot_resource_graph(x, y, f'Uso de {resource.upper()} - {endpoint_name}', 'Número de requisições', 'Uso (%)', graph_file)
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if __name__ == '__main__':
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endpoints = [config[0] for config in API_REQUESTS]
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for endpoint_name in endpoints:
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framework_name = 'Actix'
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endpoint_file = endpoint_name.replace('/', '')
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filename = f'data/resource_Actix_{endpoint_file}.csv'
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generate_resource_graph(filename, framework_name, endpoint_name)
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filename = f'data/req_Actix_{endpoint_file}.csv'
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generate_req_graph(filename, framework_name, endpoint_name)
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@ -4,9 +4,9 @@ import concurrent.futures
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import time
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import sys
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import os
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from graph import generate_req_graph, generate_resource_graph
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from math import floor
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from init import init
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from common import API_REQUESTS
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if len(sys.argv) < 2 or len(sys.argv) > 3 or sys.argv[1] == '-h' or sys.argv[1] == '--help':
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print("Usage: python testes.py <framework name> [container name]")
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@ -19,16 +19,6 @@ FRAMEWORK_NAME = sys.argv[1]
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CONTAINER_NAME = sys.argv[2] if len(sys.argv) > 2 else ""
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URL_BASE = 'http://localhost:9090'
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BLUR_RADIUS = 5
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API_REQUESTS = [
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('/image/save-big-image', 'POST', range(0, 10_000, 1_000), open('big-image.png', 'rb').read()),
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(f'/image/blur?radius={BLUR_RADIUS}', 'POST', range(0, 1_000, 50), open('small-image.png', 'rb').read()),
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('/status/ok', 'GET', range(0, 30_000, 5000), None),
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('/image/load-small-image', 'GET', range(0, 30_000, 5000), None),
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('/static/small-image.png', 'GET', range(0, 30_000, 5000), None),
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('/image/load-big-image', 'GET', range(0, 500, 50), None),
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('/static/big-image.png', 'GET', range(0, 500, 50), None),
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('/static/video.mp4', 'GET', range(0, 10_000, 1_000), None),
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]
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def send_request(url, method = 'GET', payload = None):
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success = False
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@ -112,9 +102,6 @@ def run_tests(endpoint, method, num_requests, metadata):
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record(files[0], num_request, f"{num_request/elapsed_time:.2f}")
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record_resource(files[1], num_request, cpu, ram)
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generate_req_graph(files[0], FRAMEWORK_NAME, endpoint)
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generate_resource_graph(files[1], FRAMEWORK_NAME, endpoint)
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time.sleep(3)
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def get_resource_usage():
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@ -147,8 +134,6 @@ def get_ram_usage(stats):
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if __name__ == "__main__":
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if not os.path.exists("data"):
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os.mkdir("data")
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else:
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os.system("rm -rf data/*")
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for endpoint, method, num_requests, metadata in API_REQUESTS:
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print(f"# {endpoint}")
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