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Update app.py
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app.py
CHANGED
@@ -18,74 +18,78 @@ job_description = st.text_area("Paste the job description below:")
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# Upload Resumes
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uploaded_files = st.file_uploader("Upload your resumes (PDF only):", type="pdf", accept_multiple_files=True)
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# Upload Resumes
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uploaded_files = st.file_uploader("Upload your resumes (PDF only):", type="pdf", accept_multiple_files=True)
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# Add a submit button
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if st.button("Submit"):
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if uploaded_files and job_description:
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resumes_data = []
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# Initialize progress bar
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progress_bar = st.progress(0)
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total_resumes = len(uploaded_files)
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# Placeholder to show the current processing file
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current_file_placeholder = st.empty()
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for idx, file in enumerate(uploaded_files, start=1):
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# Update the current file being processed in the placeholder
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current_file_placeholder.text(f"Currently processing: {file.name}")
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# Process the file
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text = ExtractPDFText(file)
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ats_score = calculateATSscore(text, job_description)
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skill_analysis = skill_gap_analysis(text, required_skills)
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feedback = modelFeedback(ats_score, text, skill_analysis['missing'])
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resumes_data.append({
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"name": file.name,
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"ATS Score": ats_score,
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"Skills Present": skill_analysis['present'],
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"Missing Skills": skill_analysis['missing'],
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"Feedback": feedback
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})
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# Update progress bar
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progress_bar.progress(idx / total_resumes)
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# Clear the current file placeholder after processing all files
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current_file_placeholder.empty()
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# Sort resumes by ATS score
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sorted_resumes = sorted(resumes_data, key=lambda x: x["ATS Score"], reverse=True)
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# Add rankings
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for rank, resume in enumerate(sorted_resumes, start=1):
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resume["Rank"] = rank
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# Display results
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st.subheader("Top Matches:")
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for resume in sorted_resumes:
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st.write(f"### Rank {resume['Rank']}: {resume['name']}")
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st.write(f"**ATS Score:** {resume['ATS Score']*100:.0f}%")
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st.write("**Missing Skills:**", ", ".join(resume["Missing Skills"]) if resume["Missing Skills"] else "None")
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st.write("**Feedback:**", resume["Feedback"])
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st.write("---")
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# Skill Gap Analysis Table
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st.subheader("Skill Gap Analysis")
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for resume in sorted_resumes:
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st.write(f"**{resume['name']} (Rank {resume['Rank']})**")
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skill_data = {
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"Required Skills": required_skills,
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"Present in Resume": ["β
" if skill in resume["Skills Present"] else "β" for skill in required_skills],
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"Missing": [skill if skill in resume["Missing Skills"] else "β" for skill in required_skills]
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}
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df = pd.DataFrame(skill_data)
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st.table(df)
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# Visualize ATS Scores with Rankings
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st.subheader("ATS Score Distribution")
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names_with_ranks = [f"Rank {r['Rank']}: {r['name']}" for r in sorted_resumes]
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scores = [r["ATS Score"]*100 for r in sorted_resumes]
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plt.figure(figsize=(8, 5))
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plt.bar(names_with_ranks, scores)
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plt.title("ATS Scores by Resume (Ranked)")
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plt.ylabel("ATS Score (%)")
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plt.xticks(rotation=45, ha="right")
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st.pyplot(plt)
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else:
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st.warning("Please upload resumes and provide a job description before submitting.")
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