Warn on out-of-bounds events in epoch function by Copilot · Pull Request #330 · unfoldtoolbox/Unfold.jl

Copilot · 2026-02-04T20:18:38Z

Unfold.epoch silently creates all-missing epochs when event latencies exceed data bounds - typically after downsampling data without adjusting event indices.

Changes

Detection: Track events where entire epoch range falls outside [1, size(data, 2)]
Warning: Emit actionable message listing problematic event indices with remediation steps
Tests: Cover before-start, after-end, and mixed valid/invalid scenarios

Example

# Data downsampled 2x, but event latencies not adjusted
data = randn(1, 500)
events = DataFrame(:latency => [50, 250, 900])  # Event 3 beyond bounds

ep, times = Unfold.epoch(data, events, (-0.1, 0.5), 100)
# ⚠ Warning: 1 event(s) at indices [3] are completely out of bounds and result 
#   in epochs filled with missing values. This often happens when data was 
#   downsampled without adjusting event latencies. Consider: (1) adjusting 
#   event latencies to match the downsampled data, or (2) filtering out 
#   invalid events before epoching.

Previously failed silently.

Warning

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Co-authored-by: behinger <[email protected]>

behinger · 2026-02-04T20:37:04Z

@ReneSkukies what do you think? I tried the github copilot thingy to fix some low hanging fruits

codecov · 2026-02-04T20:54:11Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 63.61%. Comparing base (93c74ea) to head (e7aeee8).

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #330      +/-   ##
==========================================
+ Coverage   63.45%   63.61%   +0.15%     
==========================================
  Files          23       23              
  Lines        1371     1377       +6     
==========================================
+ Hits          870      876       +6     
  Misses        501      501

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ReneSkukies · 2026-02-05T08:29:52Z

Seems fine to me. Have only looked at the code changes though, but tests are passing so 🤷🏼

Initial plan

1eba384

Copilot AI assigned Copilot and behinger Feb 4, 2026

Copilot started work on behalf of behinger February 4, 2026 20:18 View session

Copilot AI and others added 2 commits February 4, 2026 20:30

Add warning for out-of-bounds events in epoch function

20bdd77

Co-authored-by: behinger <[email protected]>

Improve warning message with actionable guidance

e7aeee8

Co-authored-by: behinger <[email protected]>

Copilot AI changed the title ~~[WIP] Fix bug in Unfold.jl resulting in unexpected behavior~~ Warn on out-of-bounds events in epoch function Feb 4, 2026

Copilot finished work on behalf of behinger February 4, 2026 20:34

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Warn on out-of-bounds events in epoch function#330

Warn on out-of-bounds events in epoch function#330
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copilot/fix-bug-in-unfold-toolbox

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ReneSkukies commented Feb 5, 2026

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Copilot AI commented Feb 4, 2026 •

edited

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