import csv import os import requests import concurrent.futures # Define the endpoint URL endpoint_url = "http://localhost:8080/v1/qrcodetypes/scan" # Path to the CSV file csv_file_path = "malicious_phish.csv" # Directory to store the split CSV files split_files_dir = "split_csv_files" os.makedirs(split_files_dir, exist_ok=True) # Function to ensure URL starts with http:// or https:// def ensure_url_prefix(url): if not (url.startswith("http://") or url.startswith("https://")): return "https://" + url return url # Read the CSV file and split into 20 files def split_csv_file(csv_file_path, split_files_dir, num_splits=20): with open(csv_file_path, newline='') as csvfile: reader = list(csv.DictReader(csvfile)) total_rows = len(reader) rows_per_file = total_rows // num_splits for i in range(num_splits): split_file_path = os.path.join(split_files_dir, f"split_file_{i+1}.csv") with open(split_file_path, 'w', newline='') as split_file: writer = csv.DictWriter(split_file, fieldnames=['url', 'type']) writer.writeheader() start_index = i * rows_per_file end_index = (i + 1) * rows_per_file if i != num_splits - 1 else total_rows for row in reader[start_index:end_index]: row['url'] = ensure_url_prefix(row['url']) writer.writerow(row) # Function to process a CSV file and send POST requests def process_csv_file(csv_file_path): with open(csv_file_path, newline='') as csvfile: reader = csv.DictReader(csvfile) for row in reader: url = row['url'] # Column header for URL is 'url' response = requests.post(endpoint_url, json={"data": url}) if response.status_code == 200: print(f"Successfully sent data: {url}") else: print(f"Failed to send data: {url}, Status code: {response.status_code}") # Split the original CSV file into 20 parts split_csv_file(csv_file_path, split_files_dir) # Get the list of split CSV files split_files = [os.path.join(split_files_dir, file) for file in os.listdir(split_files_dir) if file.endswith('.csv')] # Execute the requests concurrently with concurrent.futures.ThreadPoolExecutor(max_workers=20) as executor: futures = [executor.submit(process_csv_file, split_file) for split_file in split_files] concurrent.futures.wait(futures) print("Processing completed.")