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Add system dependencies for matplotlib image saving
Browse files- Dockerfile +7 -1
- process_interview.py +6 -4
- requirements.txt +2 -1
Dockerfile
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@@ -7,9 +7,15 @@ RUN apt-get update && apt-get install -y \
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sox \
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curl \
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git-lfs \
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&& rm -rf /var/lib/apt/lists/*
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# 2. Create non-root user
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RUN useradd -m appuser
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# 3. Create directory structure (with proper ownership from the start)
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RUN mkdir -p \
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sox \
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curl \
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git-lfs \
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# --- FIX: New system dependencies for matplotlib image generation ---
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pkg-config \
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libfreetype6-dev \
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libpng-dev \
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g++ \
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# --- End FIX ---
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&& rm -rf /var/lib/apt/lists/*
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# 2. Create non-root user
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RUN useradd -m appuser
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# 3. Create directory structure (with proper ownership from the start)
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RUN mkdir -p \
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process_interview.py
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@@ -19,12 +19,14 @@ from typing import Dict, List, Tuple
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import logging
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# --- Imports for enhanced PDF ---
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from reportlab.lib.pagesizes import letter
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from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle, PageBreak
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ListItem
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from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
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from reportlab.lib.units import inch
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from reportlab.lib import colors
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import matplotlib.pyplot as plt # تم تفعيله
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from reportlab.platypus import Image # تم تفعيله
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# --- End Imports for enhanced PDF ---
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from transformers import AutoTokenizer, AutoModel
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@@ -154,7 +156,7 @@ def extract_prosodic_features(audio_path: str, start_ms: int, end_ms: int) -> Di
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except Exception as e:
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logger.error(f"Feature extraction failed: {str(e)}")
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return {
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'duration': 0.0,
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'mean_pitch': 0.0,
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'min_pitch': 0.0,
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'max_pitch': 0.0,
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@@ -632,7 +634,7 @@ def generate_report(analysis_data: Dict) -> str:
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{voice_interpretation}
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**3. Content Analysis & Strengths/Areas for Development**
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Analyze the key themes and identify both strengths and areas for development in the interviewee's responses.
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Key responses from interviewee (for context):
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{chr(10).join(interviewee_responses)}
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import logging
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# --- Imports for enhanced PDF ---
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from reportlab.lib.pagesizes import letter
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from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle, PageBreak
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from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
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from reportlab.lib.units import inch
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from reportlab.lib import colors
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import matplotlib.pyplot as plt # تم تفعيله
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import matplotlib # إضافة import matplotlib
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matplotlib.use('Agg') # --- FIX: تحديد backend لـ matplotlib ---
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from reportlab.platypus import Image # تم تفعيله
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# --- End Imports for enhanced PDF ---
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from transformers import AutoTokenizer, AutoModel
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except Exception as e:
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logger.error(f"Feature extraction failed: {str(e)}")
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return {
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'duration': 0.0,
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'mean_pitch': 0.0,
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'min_pitch': 0.0,
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'max_pitch': 0.0,
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{voice_interpretation}
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**3. Content Analysis & Strengths/Areas for Development**
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Analyze the key themes and identify both strengths and and areas for development in the interviewee's responses.
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Key responses from interviewee (for context):
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{chr(10).join(interviewee_responses)}
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requirements.txt
CHANGED
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@@ -67,4 +67,5 @@ gradio
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hf_transfer
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matplotlib
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seaborn
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reportlab
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hf_transfer
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matplotlib
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seaborn
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reportlab
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Pillow
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