khodowany
73 lines
4.1 KiB
Python
73 lines
4.1 KiB
Python
"""The sole production solo composer: frozen learned model plus music validity."""
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import dataclasses
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import time
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import fractions
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import pathlib
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import generator.harmonic_time
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import generator.vocabulary
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import generator.solo.types
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import generator.solo.profiles
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import generator.solo.harmonic
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import generator.solo.placement
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import generator.solo.learned
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import generator.solo.decoder
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import generator.solo.groups
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def compose(analysis, measures, part, end, *, learned_model=None, initial=None, expressions_enabled=True, start=fractions.Fraction()):
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began = time.monotonic()
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spans = tuple(dataclasses.replace(s, start=s.start + start, end=s.end + start) for s in generator.harmonic_time.read({'measures': measures}, initial=initial))
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profile = generator.solo.profiles.for_part(part, analysis)
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harmony = generator.solo.harmonic.Harmony(spans, profile)
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model = learned_model or generator.solo.learned.Model.load(pathlib.Path(__file__).resolve().parents[2] / 'data/models/solo.json')
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settings = generator.vocabulary.role(part + '_solo')
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builder = generator.solo.decoder.Decoder(analysis, harmony, model, part, start, end, expressions_enabled=expressions_enabled, attempts=settings.get('attempts', 4), seed=settings.get('choice_seed', ''))
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selected = builder.compose()
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decoded = time.monotonic()
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placed = generator.solo.placement.place(selected.notes, analysis.tempo, profile=profile)
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if placed is None:
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raise generator.solo.decoder.SearchExhausted('learned solo has no complete legal guitar path')
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# Phrase labels describe heard rests/arrivals. They do not impose a new
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# endpoint or reset the learned history at barlines or arbitrary windows.
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notes = placed[1]
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ends = [n.end for i, n in enumerate(notes[:-1]) if notes[i + 1].start - n.end >= 1]
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boundaries = [start, *[t for t in ends if start < t < end], end]
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phrases = []
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home = tuple(n for n in notes if n.start < (ends[0] if ends else min(end, start + 8)))
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for i, (a, b) in enumerate(zip(boundaries, boundaries[1:])):
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ns = tuple(n for n in notes if a <= n.start < b)
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cs = tuple(c for c in selected.contracts if a <= c.target.start < b)
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ending = 'handoff' if b == end else 'settle'
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phrases.append(generator.solo.types.Phrase(f'learned_{i + 1}', a, b, ns, 'learned_sequence', 'learned', ending,
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expressions=cs, groups=generator.solo.groups.describe(tuple((n.start, n.end) for n in ns)),
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theme='introduced' if i == 0 else 'conditional_history', identity=home if i == 0 else ()))
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result = generator.solo.types.Solo(part, spans, tuple(phrases), analysis.tempo, end,
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{'construction': 'learned_joint_events', 'version': generator.solo.learned.VERSION, 'decode_seconds': decoded - began,
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'placement_seconds': time.monotonic() - decoded, 'selection_total': selected.cost,
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'objective': 'seeded sampling from validated learned joint-event likelihoods; score is diagnostic, not a complete-solo ranking',
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'budget': {'attempts': builder.attempts},
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'counts': dict(builder.counts), 'frontiers': builder.trace, 'completed_candidates': [
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{'rank': i + 1, 'cost': s.cost, 'events': [(str(a), str(b), p) for a, b, p in s.events]} for i, s in enumerate(builder.completed)],
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'expressions_enabled': expressions_enabled}, profile, start)
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validate(result)
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return result
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def validate(solo):
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previous = None
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for n in solo.notes():
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if n.start < solo.start or n.end > solo.end or n.end <= n.start or previous and previous.end > n.start:
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raise ValueError('overlapping/out-of-bounds sounding event')
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if n.position not in generator.solo.placement.positions(n.pitch.number(), solo.profile):
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raise ValueError('invalid guitar placement')
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previous = n
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checked = generator.solo.harmonic.Harmony(solo.harmony).evaluate(solo.notes(), until=solo.end, complete=True,
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expressions=tuple(c for p in solo.phrases for c in p.expressions))
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if not checked.valid:
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raise ValueError(checked.error)
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cursor = solo.start
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for p in solo.phrases:
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if p.start != cursor or p.end <= p.start:
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raise ValueError('phrase coverage gap or overlap')
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cursor = p.end
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if cursor != solo.end:
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raise ValueError('incomplete solo duration')
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