adding boxplot

scripts/common.py

@@ -1,8 +1,8 @@
 FRAMEWORKS = [
-    ('Actix', 'tcc-actix'),
+    ('Actix', 'tcc-actix', 'orange'),
-    ('ASP.NET', 'tcc-aspnet'),
+    ('ASP.NET', 'tcc-aspnet', 'blue'),
-    ('Flask', 'tcc-flask'),
+    ('Flask', 'tcc-flask', 'green'),
-    ('Express', 'tcc-express'),
+    ('Express', 'tcc-express', 'red'),
 ]
 
 ENDPOINTS = {
@@ -12,14 +12,13 @@ ENDPOINTS = {
     'Express': 'http://localhost:9084',
 }
 
-BLUR_RADIUS = 5
+AVG_RUNS = 5
-AVG_RUNS = 3
 
 API_REQUESTS = [
     ('/status/ok', 'GET', range(0, 30_000, 5000), None),
     ('/simulation/harmonic-progression?n=100000', 'GET', range(0, 30_000, 5000), None),
+    ('/simulation/json', 'GET', range(0, 30_000, 5000), None),
     ('/image/save-big-image', 'POST', range(0, 500, 50), open('big-image.png', 'rb').read()),
-    # (f'/image/blur?radius={BLUR_RADIUS}', 'POST', range(0, 500, 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),

scripts/graph.py

@@ -1,54 +1,63 @@
 import numpy as np
 import matplotlib.pyplot as plt
 from common import API_REQUESTS, FRAMEWORKS
+from pylab import plot, show, savefig, xlim, figure, \
+                ylim, legend, boxplot, setp, axes
 
-FRAMEWORKS = [f for f, _ in FRAMEWORKS]
+FRAMEWORKS_COLORS = [c for _, _, c in FRAMEWORKS]
+FRAMEWORKS = [f for f, _, _ in FRAMEWORKS]
 
-def plot_graph(x_data, y_data, title, x_label, y_label, filename):
+def setBoxColors(bp):
-    for i, framework in enumerate(FRAMEWORKS):
+    for i, box in enumerate(bp['boxes']):
-        plt.plot(x_data, y_data[i], markersize=1, linewidth=1, linestyle='solid', label=framework)
+        box.set(color=FRAMEWORKS_COLORS[i])
+
+def plot_graph(x_data, y_data, title, x_label, y_label, filename, y_lim = None):
+    old_x_data = x_data
+    old_y_data = y_data
+
+    x_data = []
+    y_data = []
+
+    for i in range(len(old_x_data)):
+        if old_x_data[i] not in x_data:
+            x_data.append(old_x_data[i])
+            y_data.append([])
+            for f in range(2):
+                y_data[-1].append([])
+
+        for f in range(2):
+            y_data[-1][f].append(old_y_data[f][i])
+
+    fig = figure()
+    ax = axes()
+
+    all_positions = []
+
+    for j in range(len(x_data)):
+        positions = [len(FRAMEWORKS)*j + i + 1 for i in range(len(FRAMEWORKS))]
+        bp = boxplot(y_data[j], positions = positions, widths = 0.6)
+        all_positions.append(positions)
+        setBoxColors(bp)
+
+    avg_positions = []
+    for positions in all_positions:
+        avg_positions.append(np.average(positions))
+
+    ax.set_xticks(avg_positions)
+    ax.set_xticklabels([str(x) for x in x_data])
 
     plt.title(title)
     plt.xlabel(x_label)
     plt.ylabel(y_label)
-    plt.legend()
-    plt.savefig(f'{filename}.png')
 
-    plt.clf()
+    if y_lim:
-    plt.close('all')
+        plt.ylim(y_lim)
 
-def plot_resource_graph(x_data, y_data, title, x_label, y_label, filename):
-    requests = x_data
-    frameworks = {}
-    print(y_data)
     for i, framework in enumerate(FRAMEWORKS):
-        frameworks[framework] = y_data[i]
+        h, = plt.plot([], c=FRAMEWORKS_COLORS[i], label=framework)
-
+        # h.set_visible(False)
-    x = np.arange(len(requests))
-    width = 0.2
-    multiplier = 0
-
-    fig, ax = plt.subplots(layout='constrained', figsize=(7.5, 5))
-
-    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)
-        ax.bar_label(rects, padding=3)
-        multiplier += 1
-
-    # Add some text for labels, title and custom x-axis tick labels, etc.
-    ax.set_xlabel(x_label)
-    ax.set_ylabel(y_label)
-    ax.set_title(title)
-    ax.set_xticks(x + (width*1.5), requests)
-    ax.legend(loc='upper left', ncols=len(frameworks.items()))
-    ax.set_ylim(0, 115)
 
+    plt.legend()
     plt.savefig(f'{filename}.png')
 
     plt.clf()
@@ -116,7 +125,7 @@ def generate_resource_graph(filename, framework_name, endpoint_name):
             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', f'Uso de {resource.upper()} (%)', graph_file)
+        plot_graph(x, y, f'Uso de {resource.upper()} - {endpoint_name}', 'Número de requisições', f'Uso de {resource.upper()} (%)', graph_file)
 
 if __name__ == '__main__':
     endpoints = [config[0] for config in API_REQUESTS]

scripts/testes.py

@@ -61,14 +61,13 @@ def run_tests(endpoint, method, num_requests, metadata):
     for num_request in num_requests:
         if num_request <= 0: continue
 
-        total_cpu, total_ram = 0, 0
-        total_time = 0
-
         for run in range(AVG_RUNS):
             ok_responses = 0
             bad_responses = 0
             server_errors = 0
 
+            cpu, ram = 0, 0
+
             with concurrent.futures.ThreadPoolExecutor(max_workers=THREADS) as executor:
                 url = f'{URL_BASE}{endpoint}'
 
@@ -84,13 +83,10 @@ def run_tests(endpoint, method, num_requests, metadata):
 
                     if i == half:
                         cpu, ram = get_resource_usage()
-                        total_cpu += float(cpu)
-                        total_ram += float(ram)
 
                 concurrent.futures.wait(futures)
 
                 elapsed_time = time.time() - start_time
-                total_time += elapsed_time
 
                 for future in futures:
                     responses = future.result()
@@ -103,15 +99,11 @@ def run_tests(endpoint, method, num_requests, metadata):
             client = docker.from_env()
             client.containers.get(CONTAINER_NAME).restart()
 
+            record(files[0], num_request, f"{num_request/elapsed_time:.2f}")
+            record_resource(files[1], num_request, cpu, ram)
+
             time.sleep(3)
 
-        cpu = total_cpu / AVG_RUNS
-        ram = total_ram / AVG_RUNS
-        elapsed_time = total_time / AVG_RUNS
-
-        record(files[0], num_request, f"{num_request/elapsed_time:.2f}")
-        record_resource(files[1], num_request, cpu, ram)
-
 def get_resource_usage():
     if CONTAINER_NAME == "": return 0, 0