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fix: implement proportional timing fallback for sparse pulse data (Issue #28)
**Root Cause Analysis:** The fractional_beat clustering issue was caused by sparse pulse data in real transcription meters. While synthetic meters have complete pulse arrays (32/32 pulses), real transcription data contains only manually annotated pulses (2/32 pulses), breaking pulse-based timing calculations. **Key Discovery:** - Real meters: _pulses_per_cycle=32, all_pulses count=2 (6% of expected!) - Synthetic meters: _pulses_per_cycle=32, all_pulses count=32 (100% complete) - Previous fix using full positions was ineffective - didn't address pulse sparsity **Solution:** 1. **Detection**: Check if pulse count < 50% of expected pulses 2. **Fallback**: Use proportional cycle timing instead of broken pulse indexing 3. **Preservation**: Maintain existing pulse-based functionality for complete data **New Methods:** - `_calculate_proportional_level_start_time()`: Beat boundaries via cycle division - `_calculate_proportional_level_duration()`: Unit durations via hierarchical ratios **Results Validation:** - Real data fractional_beat: 0.000-0.026 → 0.104-0.881 ✅ - Synthetic data: unchanged (0.104-0.881) ✅ - Near-identical values between real and synthetic meters ✅ - All 29 tests passing with no regressions ✅ This fix ensures musical visualizations properly distribute events across beat durations instead of clustering them at beat boundaries, resolving the core issue described in GitHub Issue #28. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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Lines changed: 66 additions & 28 deletions

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idtap/classes/meter.py

Lines changed: 66 additions & 28 deletions
Original file line numberDiff line numberDiff line change
@@ -465,6 +465,12 @@ def _hierarchical_position_to_pulse_index(self, positions: List[int], cycle_numb
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466466
def _calculate_level_start_time(self, positions: List[int], cycle_number: int, reference_level: int) -> float:
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"""Calculate start time of hierarchical unit at reference level."""
468+
# Check if we have sufficient pulse data for accurate calculation
469+
expected_pulses = self._pulses_per_cycle * self.repetitions
470+
if len(self.all_pulses) < expected_pulses * 0.5: # Less than 50% of expected pulses
471+
# Fall back to proportional timing calculation for sparse pulse data
472+
return self._calculate_proportional_level_start_time(positions, cycle_number, reference_level)
473+
468474
# Create positions for start of reference-level unit
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# Ensure we have positions up to reference_level
470476
start_positions = list(positions[:reference_level + 1])
@@ -476,20 +482,48 @@ def _calculate_level_start_time(self, positions: List[int], cycle_number: int, r
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477483
# Add bounds checking to prevent IndexError
478484
if start_pulse_index < 0 or start_pulse_index >= len(self.all_pulses):
479-
# This can happen when calculating duration of the last unit in a level
480-
# In such cases, we should use the meter's end time
481-
if start_pulse_index >= len(self.all_pulses):
482-
# Beyond the last pulse - use meter end time
483-
total_duration = self.repetitions * self.cycle_dur
484-
return self.start_time + total_duration
485-
else:
486-
# Negative index (shouldn't happen but defensive)
487-
return self.start_time
485+
# Fall back to proportional calculation
486+
return self._calculate_proportional_level_start_time(positions, cycle_number, reference_level)
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489488
return self.all_pulses[start_pulse_index].real_time
490489

490+
def _calculate_proportional_level_start_time(self, positions: List[int], cycle_number: int, reference_level: int) -> float:
491+
"""Calculate level start time using proportional cycle division for sparse pulse data."""
492+
cycle_start_time = self.start_time + cycle_number * self.cycle_dur
493+
494+
# Calculate proportional position within the cycle for this reference level
495+
level_start_positions = list(positions[:reference_level + 1])
496+
while len(level_start_positions) < reference_level + 1:
497+
level_start_positions.append(0)
498+
499+
# Calculate cumulative position as fraction of cycle
500+
cumulative_position = 0.0
501+
current_subdivisions = 1
502+
503+
for level in range(reference_level + 1):
504+
level_size = self.hierarchy[level]
505+
if isinstance(level_size, list):
506+
level_size = sum(level_size)
507+
508+
if level < len(level_start_positions):
509+
position_at_level = level_start_positions[level]
510+
else:
511+
position_at_level = 0
512+
513+
# Add this level's contribution to the cumulative position
514+
cumulative_position += position_at_level / current_subdivisions
515+
current_subdivisions *= level_size
516+
517+
return cycle_start_time + cumulative_position * self.cycle_dur
518+
491519
def _calculate_level_duration(self, positions: List[int], cycle_number: int, reference_level: int) -> float:
492520
"""Calculate actual duration of hierarchical unit based on pulse timing."""
521+
# Check if we have sufficient pulse data for accurate calculation
522+
expected_pulses = self._pulses_per_cycle * self.repetitions
523+
if len(self.all_pulses) < expected_pulses * 0.5: # Less than 50% of expected pulses
524+
# Fall back to proportional duration calculation
525+
return self._calculate_proportional_level_duration(positions, cycle_number, reference_level)
526+
493527
# Get start time of current unit
494528
start_time = self._calculate_level_start_time(positions, cycle_number, reference_level)
495529

@@ -503,23 +537,30 @@ def _calculate_level_duration(self, positions: List[int], cycle_number: int, ref
503537
hierarchy_size = sum(hierarchy_size)
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505539
if next_positions[reference_level] >= hierarchy_size:
506-
if reference_level == 0:
507-
# Next beat is in next cycle
508-
next_cycle_number = cycle_number + 1
509-
if next_cycle_number >= self.repetitions:
510-
# Use meter end time
511-
return self.start_time + self.repetitions * self.cycle_dur - start_time
512-
next_positions[0] = 0
513-
return self._calculate_level_start_time(next_positions, next_cycle_number, reference_level) - start_time
514-
else:
515-
# Carry over to higher level
516-
next_positions[reference_level] = 0
517-
next_positions[reference_level - 1] += 1
518-
return self._calculate_level_duration(next_positions, cycle_number, reference_level - 1)
540+
# Fall back to proportional calculation for overflow cases
541+
return self._calculate_proportional_level_duration(positions, cycle_number, reference_level)
519542

520543
end_time = self._calculate_level_start_time(next_positions, cycle_number, reference_level)
521544
return end_time - start_time
522545

546+
def _calculate_proportional_level_duration(self, positions: List[int], cycle_number: int, reference_level: int) -> float:
547+
"""Calculate level duration using proportional cycle division."""
548+
# Duration of a unit at this reference level is 1/size of that level within its parent
549+
level_size = self.hierarchy[reference_level]
550+
if isinstance(level_size, list):
551+
level_size = sum(level_size)
552+
553+
# Calculate the duration of the parent unit
554+
if reference_level == 0:
555+
# Beat level - parent is the cycle
556+
parent_duration = self.cycle_dur
557+
else:
558+
# Subdivision level - calculate parent unit duration recursively
559+
parent_positions = positions[:reference_level]
560+
parent_duration = self._calculate_proportional_level_duration(parent_positions, cycle_number, reference_level - 1)
561+
562+
return parent_duration / level_size
563+
523564
def get_musical_time(self, real_time: float, reference_level: Optional[int] = None) -> Union['MusicalTime', Literal[False]]:
524565
"""
525566
Convert real time to musical time within this meter.
@@ -599,14 +640,11 @@ def get_musical_time(self, real_time: float, reference_level: Optional[int] = No
599640
fractional_beat = max(0.0, min(1.0, fractional_beat))
600641

601642
else:
602-
# Reference level behavior - preserve full positions for fractional_beat calculation
603-
# but truncate for final result
643+
# Reference level behavior
604644
truncated_positions = positions[:ref_level + 1]
605645

606-
# Use full positions for accurate fractional_beat calculation
607-
# This prevents clustering when reference_level=0 (Issue #28)
608-
current_level_start_time = self._calculate_level_start_time(positions, cycle_number, ref_level)
609-
level_duration = self._calculate_level_duration(positions, cycle_number, ref_level)
646+
current_level_start_time = self._calculate_level_start_time(truncated_positions, cycle_number, ref_level)
647+
level_duration = self._calculate_level_duration(truncated_positions, cycle_number, ref_level)
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611649
if level_duration <= 0:
612650
fractional_beat = 0.0

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