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Optimize resource management and eliminate portability issues#1

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Onr with Copilot wants to merge 5 commits into
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copilot/improve-code-efficiency
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Optimize resource management and eliminate portability issues#1
Onr with Copilot wants to merge 5 commits into
mainfrom
copilot/improve-code-efficiency

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Copilot AI commented Jan 14, 2026

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Identified and fixed performance bottlenecks and portability issues across JavaScript, Python, and Bash utilities.

Changes

Resource leaks fixed:

  • check_db.js: Added db.end() cleanup in success/error paths to prevent connection pool exhaustion

Dead code removed:

  • check_google_config.js: Removed unused fs and path imports

Algorithmic improvements:

  • clean_artifacts.py: Replaced O(n) Python loop with vectorized numpy.argmax() for finding largest connected component

Portability fixes:

  • check_image.py, clean_artifacts.py: Replaced hardcoded absolute paths with relative paths and CLI argument support

Shell optimization:

  • main-cli.sh: Eliminated subprocess spawning in loop by consolidating to single printf -v call

Build hygiene:

  • .gitignore: Added Python cache patterns

Before/After

# Before: Inefficient loop
max_area = 0
max_label = -1
for i in range(1, num_labels):
    area = stats[i, cv2.CC_STAT_AREA]
    if area > max_area:
        max_area = area
        max_label = i

# After: Vectorized operation
areas = stats[1:, cv2.CC_STAT_AREA]
max_label = np.argmax(areas) + 1
max_area = areas[max_label - 1]
# Before: Subprocess per iteration
for part in "${cmd[@]}"; do
    preview+="$(printf '%q ' "$part")"
done

# After: Single call
printf -v preview '%q ' "$@"
Original prompt

Identify and suggest improvements to slow or inefficient code


💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.

Copilot AI and others added 4 commits January 14, 2026 12:05
…ptimize loops

Co-authored-by: Onr <8344672+Onr@users.noreply.github.com>
Co-authored-by: Onr <8344672+Onr@users.noreply.github.com>
Co-authored-by: Onr <8344672+Onr@users.noreply.github.com>
…ation

Co-authored-by: Onr <8344672+Onr@users.noreply.github.com>
Copilot AI changed the title [WIP] Identify and suggest improvements for slow code Optimize resource management and eliminate portability issues Jan 14, 2026
Copilot AI requested a review from Onr January 14, 2026 12:10
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2 participants