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| # modules/report_generator.py | |
| import datetime | |
| import os | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, PageBreak, Image, Frame, PageTemplate | |
| from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle | |
| # --- THIS IS THE FIX: Import TA_LEFT --- | |
| from reportlab.lib.enums import TA_JUSTIFY, TA_CENTER, TA_LEFT | |
| from reportlab.lib.units import inch | |
| from reportlab.lib import colors | |
| from modules.llm_handler import generate_holistic_feedback, parse_scores_from_evaluation | |
| import config | |
| # The rest of the file remains the same... | |
| class ReportPageTemplate(PageTemplate): | |
| def __init__(self, id, pagesize): | |
| frame = Frame(inch, inch, pagesize[0] - 2 * inch, pagesize[1] - 2 * inch, id='normal') | |
| PageTemplate.__init__(self, id, [frame]) | |
| def beforeDrawPage(self, canvas, doc): | |
| canvas.saveState() | |
| canvas.setFont('Helvetica', 9) | |
| canvas.setFillColor(colors.grey) | |
| footer_text = f"Page {doc.page} | AI Interview Coach Report | Generated on {datetime.datetime.now().strftime('%Y-%m-%d')}" | |
| canvas.drawCentredString(doc.width / 2 + inch, 0.75 * inch, footer_text) | |
| canvas.restoreState() | |
| def create_radar_chart(labels, scores, file_path): | |
| num_vars = len(labels) | |
| angles = np.linspace(0, 2 * np.pi, num_vars, endpoint=False).tolist() | |
| scores += scores[:1]; angles += angles[:1] | |
| fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True)) | |
| ax.fill(angles, scores, color='#4A90E2', alpha=0.2) | |
| ax.plot(angles, scores, color='#4A90E2', linewidth=2, linestyle='solid') | |
| ax.set_yticklabels([]); ax.set_xticks(angles[:-1]); ax.set_xticklabels(labels, size=12, color='grey') | |
| ax.set_ylim(0, 10) | |
| for angle, score in zip(angles[:-1], scores[:-1]): | |
| ax.text(angle, score + 1.5, str(score), ha='center', va='center', size=14, color="#000000", weight='bold') | |
| plt.title('Performance Snapshot', size=20, color='#333333', y=1.1) | |
| os.makedirs(os.path.dirname(file_path), exist_ok=True) | |
| plt.savefig(file_path, transparent=True, dpi=150) | |
| plt.close(fig) | |
| print(f"๐ Radar chart saved to {file_path}") | |
| def generate_pdf_report(interview_data, file_path): | |
| doc = SimpleDocTemplate(file_path, pagesize=(8.5 * inch, 11 * inch), | |
| leftMargin=inch, rightMargin=inch, topMargin=inch, bottomMargin=inch) | |
| doc.addPageTemplates([ReportPageTemplate('main_template', (8.5 * inch, 11 * inch))]) | |
| styles = getSampleStyleSheet() | |
| styles.add(ParagraphStyle(name='ReportTitle', parent=styles['h1'], fontSize=28, alignment=TA_CENTER, spaceAfter=24)) | |
| styles.add(ParagraphStyle(name='ReportSubTitle', parent=styles['h2'], fontSize=16, alignment=TA_CENTER, spaceAfter=12, textColor=colors.HexColor('#555555'))) | |
| styles.add(ParagraphStyle(name='Justify', alignment=TA_JUSTIFY, spaceAfter=12, leading=14)) | |
| styles.add(ParagraphStyle(name='MainHeader', parent=styles['h1'], fontSize=22, spaceBefore=12, spaceAfter=20, alignment=TA_LEFT, textColor=colors.HexColor('#2c3e50'))) | |
| styles.add(ParagraphStyle(name='QuestionTitle', parent=styles['h2'], spaceBefore=20, spaceAfter=10, textColor=colors.HexColor('#2980b9'))) | |
| styles.add(ParagraphStyle(name='SectionTitle', parent=styles['h3'], spaceBefore=12, spaceAfter=6, textColor=colors.HexColor('#34495e'))) | |
| story = [] | |
| story.append(Paragraph("Interview Performance Report", styles['ReportTitle'])) | |
| story.append(Spacer(1, 0.5 * inch)) | |
| story.append(Paragraph(f"Prepared for: <b>{interview_data.get('name', 'N/A')}</b>", styles['ReportSubTitle'])) | |
| story.append(Spacer(1, 0.2 * inch)) | |
| story.append(Paragraph(f"Interview Type: <b>{interview_data.get('type', 'N/A')}</b>", styles['ReportSubTitle'])) | |
| story.append(Spacer(1, 0.2 * inch)) | |
| story.append(Paragraph(f"Date of Report: <b>{datetime.datetime.now().strftime('%B %d, %Y')}</b>", styles['ReportSubTitle'])) | |
| story.append(PageBreak()) | |
| story.append(Paragraph("Overall Performance Analysis", styles['MainHeader'])) | |
| full_log_text = "" | |
| all_scores = [] | |
| skill_labels = ['Factual Accuracy', 'Relevance & Directness', 'Structure & Clarity'] | |
| for i, qa in enumerate(interview_data['q_and_a']): | |
| full_log_text += f"Q{i+1}: {qa['question']}\nA: {qa['answer']}\n---\n" | |
| scores = parse_scores_from_evaluation(qa['evaluation']) | |
| all_scores.append([scores.get(label, 0) for label in skill_labels]) | |
| holistic_feedback = generate_holistic_feedback(full_log_text).replace('\n', '<br/>') | |
| story.append(Paragraph(holistic_feedback, styles['Justify'])) | |
| story.append(Spacer(1, 0.3 * inch)) | |
| if all_scores: | |
| avg_scores = np.mean(all_scores, axis=0).tolist() | |
| chart_path = os.path.join(config.REPORT_FOLDER, "skill_chart.png") | |
| if os.path.exists(chart_path): os.remove(chart_path) | |
| create_radar_chart(skill_labels, avg_scores, chart_path) | |
| story.append(Image(chart_path, width=4.5*inch, height=4.5*inch, hAlign='CENTER')) | |
| story.append(PageBreak()) | |
| story.append(Paragraph("Detailed Question Analysis", styles['MainHeader'])) | |
| for i, qa in enumerate(interview_data['q_and_a']): | |
| story.append(Paragraph(f"Question {i+1}: {qa['question']}", styles['QuestionTitle'])) | |
| story.append(Paragraph("Your Answer:", styles['SectionTitle'])) | |
| story.append(Paragraph(qa.get('answer', 'N/A'), styles['Justify'])) | |
| story.append(Paragraph("AI Evaluation:", styles['SectionTitle'])) | |
| story.append(Paragraph(qa.get('evaluation', 'N/A').replace('\n', '<br/>'), styles['Justify'])) | |
| try: | |
| doc.build(story) | |
| print(f"\nโ Professional report generated successfully: {file_path}") | |
| except Exception as e: | |
| print(f"๐ฅ Error generating professional PDF report: {e}") |