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| # Call Matplotlib Library to draw graphs (Bar/Plot...) | |
| import matplotlib.pyplot as plt | |
| from llm import * | |
| class Plotting: | |
| def bar_plot(self, data: dict, title: str, xlabel: str, ylabel: str, output_path: str = 'bar_plot.png'): | |
| """ | |
| Create a bar plot. | |
| :param data: Dictionary containing data to plot (keys as labels, values as heights). | |
| :param title: Title of the plot. | |
| :param xlabel: Label for the X-axis. | |
| :param ylabel: Label for the Y-axis. | |
| :param output_path: Path to save the plot image. | |
| """ | |
| labels = list(data.keys()) | |
| heights = list(data.values()) | |
| plt.figure(figsize=(10, 6)) | |
| plt.bar(labels, heights, color='skyblue') | |
| plt.title(title) | |
| plt.xlabel(xlabel) | |
| plt.ylabel(ylabel) | |
| plt.tight_layout() | |
| plt.savefig(output_path) | |
| plt.close() | |
| return output_path | |
| def line_plot(self, data: dict, title: str, xlabel: str, ylabel: str, output_path: str = 'line_plot.png'): | |
| """ | |
| Create a line plot. | |
| :param data: Dictionary containing data to plot (keys as x-values, values as y-values). | |
| :param title: Title of the plot. | |
| :param xlabel: Label for the X-axis. | |
| :param ylabel: Label for the Y-axis. | |
| :param output_path: Path to save the plot image. | |
| """ | |
| x_values = list(data.keys()) | |
| y_values = list(data.values()) | |
| plt.figure(figsize=(10, 6)) | |
| plt.plot(x_values, y_values, marker='o', color='skyblue') | |
| plt.title(title) | |
| plt.xlabel(xlabel) | |
| plt.ylabel(ylabel) | |
| plt.grid(True) | |
| plt.tight_layout() | |
| plt.savefig(output_path) | |
| plt.close() | |
| return output_path | |
| def get_plot(self, data): | |
| instruction = "" | |