INITIAL COMMIT

python/haversine_algorithm.py

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+from math import radians, sin, cos, sqrt, asin
+
+
+def haversine_of_degrees(x0, y0, x1, y1, radius):
+    dy = radians(y1 - y0)
+    dx = radians(x1 - x0)
+    y0 = radians(y0)
+    y1 = radians(y1)
+
+    root_term = (sin(dy / 2) ** 2) + cos(y0) * cos(y1) * (sin(dx / 2) ** 2)
+
+    result = 2 * radius * asin(sqrt(root_term))
+
+    return result

python/haversine_json.py

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+# Naive Python version of the code
+
+
+import os
+from haversine_algorithm import haversine_of_degrees
+import time
+import json
+
+
+filepath = os.path.join(
+    os.path.dirname(os.path.dirname(os.path.abspath(__file__))),
+    "data_10000000_flex.json",
+)
+
+with open(filepath, "r") as json_file:
+    start_time = time.time()
+    json_input = json.load(json_file)
+    mid_time = time.time()
+
+
+earth_radius_km = 6371
+sum = 0
+count = 0
+
+for pair in json_input["pairs"]:
+    sum += haversine_of_degrees(
+        pair["x0"], pair["y0"], pair["x1"], pair["y1"], earth_radius_km
+    )
+
+    count += 1
+
+average = sum / count
+
+end_time = time.time()
+
+print(f"Result: {average}")
+print(f"Input = {mid_time - start_time} seconds")
+print(f"Math = {end_time - mid_time} seconds")
+print(f"Total = {end_time - start_time} seconds")
+print(f"Throughput = {count / (end_time - start_time)} haversines/second")