diff --git a/lab03/plot/README.md b/lab03/plot/README.md new file mode 100644 index 0000000..e69de29 diff --git a/lab03/plot/main.py b/lab03/plot/main.py new file mode 100644 index 0000000..2232c63 --- /dev/null +++ b/lab03/plot/main.py @@ -0,0 +1,63 @@ +import json +import matplotlib.pyplot as plt + +def parse_benchmark_data(json_file): + """ + Parses a JSON file containing benchmark data and extracts Size and real_time. + + Args: + json_file (str): Path to the JSON file. + + Returns: + tuple: A tuple containing two lists: sizes and real_times. + Returns empty lists if the file is not found or data is malformed. + """ + try: + with open(json_file, 'r') as f: + data = json.load(f) + benchmarks = data.get('benchmarks', []) + sizes = [] + real_times = [] + for benchmark in benchmarks: + size = benchmark.get('Size') + real_time = benchmark.get('real_time') + if size is not None and real_time is not None: + sizes.append(size) + real_times.append(real_time) + return sizes, real_times + except FileNotFoundError: + print(f"Error: File not found: {json_file}") + return [], [] + except json.JSONDecodeError: + print(f"Error: Could not decode JSON from: {json_file}") + return [], [] + except Exception as e: + print(f"An unexpected error occurred: {e}") + return [], [] + +def create_plot(sizes, real_times): + """ + Creates a scatter plot of Size vs. real_time. + + Args: + sizes (list): List of 'Size' values. + real_times (list): List of 'real_time' values. + """ + if not sizes or not real_times: + print("No data to plot.") + return + + plt.figure(figsize=(10, 6)) + plt.scatter(sizes, real_times, marker='o') + plt.xlabel("Size") + plt.ylabel("Real Time (ms)") + plt.title("Benchmark: Real Time vs. Size") + plt.grid(True) + plt.show() + +if __name__ == "__main__": + json_file = 'result.json' + sizes, real_times = parse_benchmark_data(json_file) + + if sizes and real_times: + create_plot(sizes, real_times) diff --git a/lab03/plot/poetry.lock b/lab03/plot/poetry.lock new file 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