diff --git a/scripts/common.py b/scripts/common.py new file mode 100644 index 0000000..d116d1d --- /dev/null +++ b/scripts/common.py @@ -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), +] \ No newline at end of file diff --git a/scripts/graph.py b/scripts/graph.py index 6a82475..297f98a 100644 --- a/scripts/graph.py +++ b/scripts/graph.py @@ -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) \ No newline at end of file + 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) diff --git a/scripts/testes.py b/scripts/testes.py index 10eb847..af586c6 100644 --- a/scripts/testes.py +++ b/scripts/testes.py @@ -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 [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}")