Create LatencyThroughput.py

In this code, we use the with statement to create a Session object for each function. This allows us to reuse the underlying TCP connection between requests, which can reduce the overhead associated with establishing a new connection for each request. We also updated the requests.get() calls to use session.get() instead.

Note that the impact of using a Session object may vary depending on the specific API endpoint and network conditions involved, so it's a good idea to test the performance of the script with and without a Session object to determine if it provides any benefit.

Author: ankit-gautam23

LatencyThroughput.py

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+import requests
+import time
+
+API_ENDPOINT = "https://api.example.com"
+
+# def measure_latency():
+#     latencies = []
+#     for i in range(10):
+#         start_time = time.time()
+#         response = requests.get(API_ENDPOINT)
+#         end_time = time.time()
+#         latency = end_time - start_time
+#         latencies.append(latency)
+#         print(f"Request {i+1}: {latency:.4f} seconds")
+#     average_latency = sum(latencies) / len(latencies)
+#     print(f"Average latency: {average_latency:.4f} seconds")
+
+
+def measure_latency():
+    latencies = []
+    with requests.Session() as session:
+        for i in range(10):
+            start_time = time.time()
+            response = session.get(API_ENDPOINT)
+            end_time = time.time()
+            latency = end_time - start_time
+            latencies.append(latency)
+            print(f"Request {i+1}: {latency:.4f} seconds")
+    average_latency = sum(latencies) / len(latencies)
+    print(f"Average latency: {average_latency:.4f} seconds")
+    
+    
+def measure_throughput():
+    with requests.Session() as session:
+        start_time = time.time()
+        for i in range(10):
+            response = session.get(API_ENDPOINT)
+        end_time = time.time()
+        total_time = end_time - start_time
+        throughput = 10 / total_time
+        print(f"Throughput: {throughput:.2f} requests/second")
+
+measure_latency()
+measure_throughput()