call_api.py

import runpod
import json
import os
import requests
import time

# json test file name
json_test_file = "test_input.json"

# open test file
with open(json_test_file) as f:
    input = json.load(f)

# load runpod api key and serverless model id
runpod.api_key = ""
RUNPOD_MODEL_ID = ""

endpoint = runpod.Endpoint(RUNPOD_MODEL_ID)

start = time.time()

# First way to call serverless api
run_request = endpoint.run_sync(input)
print(run_request)

end = time.time()
print('Time taken: ', end-start)

# Second way to call serverless api
url = f'https://api.runpod.ai/v2/{RUNPOD_MODEL_ID}/run_sync' # or change to runsync
headers = {
    'accept': 'application/json',
    'Content-Type': 'application/json',
    'Authorization': f'Bearer {runpod.api_key}'
}
start = time.time()
response = requests.post(url, headers=headers, data=json.dumps(input))
print('\n')
print(response.json())
end = time.time()
print('Time taken: ', end-start)