Add central material calibration support

This commit is contained in:
2026-09-09 03:22:47 +02:00
parent 0210ced9e3
commit 73a6e60450
21 changed files with 848 additions and 23 deletions
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from dataclasses import replace
from datetime import UTC, date, datetime, timedelta
from pathlib import Path
from unittest.mock import Mock
import pytest
import yaml
from production_analytics.calculations.calibrations import load_calibrations, resolve_calibration
from production_analytics.calculations.config import (
CalculationConfigError,
load_material_calculation,
)
from production_analytics.calculations.material_application import rotational_application_g_m2
from production_analytics.calculations.material_consumption import (
MaterialConsumptionIntegrator,
MaterialIntegratorConfig,
)
from production_analytics.enlyze.gateway import EnlyzeApiGateway
CALIBRATIONS = Path('config/material-calibrations.yaml')
BENTO = Path('config/bento1-material-consumption.yaml')
ID = 'bento1-spreader-1-2'
def resolve(entries, identifier=ID):
return resolve_calibration(entries, identifier, expected_type='rotational_discharge',
expected_unit='kg_per_rev_m')
def test_load_and_resolve():
calibration = resolve(load_calibrations(CALIBRATIONS))
assert calibration.value == 2.75
assert calibration.calibrated_at == date(2026, 9, 8)
assert calibration.method == 'gravimetric_tray'
assert calibration.reference == {
'measured_application_g_m2': 4068, 'line_speed_m_min': 2.3,
'signal_values': {'left': 1.65, 'right': 1.75},
}
assert load_material_calculation(BENTO).specific_discharge_kg_per_rev_m == 2.75
@pytest.mark.parametrize('field', ['type', 'value', 'unit', 'calibrated_at', 'method',
'description', 'reference'])
def test_missing_metadata(tmp_path, field):
document = yaml.safe_load(CALIBRATIONS.read_text())
del document['calibrations'][ID][field]
path = tmp_path / 'material-calibrations.yaml'
path.write_text(yaml.safe_dump(document))
with pytest.raises(CalculationConfigError, match='required fields'):
load_calibrations(path)
@pytest.mark.parametrize('field,value', [
('type', ''), ('unit', None), ('method', 12), ('description', ' '),
('calibrated_at', '2026-02-30'), ('calibrated_at', 123),
('reference', []), ('reference', {}), ('value', True), ('value', float('nan')),
])
def test_invalid_metadata(tmp_path, field, value):
document = yaml.safe_load(CALIBRATIONS.read_text())
document['calibrations'][ID][field] = value
path = tmp_path / 'material-calibrations.yaml'
path.write_text(yaml.safe_dump(document))
with pytest.raises(CalculationConfigError, match=field):
load_calibrations(path)
@pytest.mark.parametrize('field,value,error', [
('type', 'other', 'incompatible type'), ('unit', 'kg_per_rev', 'incompatible unit'),
('value', 0, 'greater than zero'),
])
def test_incompatible_at_config_load(tmp_path, field, value, error):
document = yaml.safe_load(CALIBRATIONS.read_text())
document['calibrations'][ID][field] = value
(tmp_path / CALIBRATIONS.name).write_text(yaml.safe_dump(document))
path = tmp_path / BENTO.name
path.write_text(BENTO.read_text())
with pytest.raises(CalculationConfigError, match=error):
load_material_calculation(path)
def test_missing_id_and_file(tmp_path):
with pytest.raises(CalculationConfigError, match='Missing calibration ID'):
resolve(load_calibrations(CALIBRATIONS), 'unknown')
path = tmp_path / BENTO.name
path.write_text(BENTO.read_text())
with pytest.raises(CalculationConfigError, match='Cannot read calibration'):
load_material_calculation(path)
(tmp_path / CALIBRATIONS.name).write_text(CALIBRATIONS.read_text())
path.write_text(BENTO.read_text().replace(ID, 'unknown'))
with pytest.raises(CalculationConfigError, match='Missing calibration ID'):
load_material_calculation(path)
def test_exact_direct_value_equivalence(tmp_path):
referenced = load_material_calculation(BENTO)
document = yaml.safe_load(BENTO.read_text())
entry = document['calculations'][0]
del entry['calibration_ref']
entry['specific_discharge_kg_per_rev_m'] = 2.75
path = tmp_path / 'direct.yaml'
path.write_text(yaml.safe_dump(document))
direct = load_material_calculation(path)
assert replace(referenced, calibration_ref=None) == direct
start = datetime(2026, 9, 8, tzinfo=UTC)
outputs = []
for config in (referenced, direct):
factor = config.specific_discharge_kg_per_rev_m
application = rotational_application_g_m2([1.65, 1.75], factor, 2.3, 0.3)
client = Mock()
client.post_json.return_value.body = {'data': {
'columns': ['time', 'left', 'right', 'speed'],
'records': [[(start + timedelta(seconds=t)).isoformat(), 1.65, 1.75, speed]
for t, speed in [(0, 2.3), (10, 0), (20, 2.3), (50, 2.3), (60, 2.3)]],
}}
samples = EnlyzeApiGateway(client).get_material_samples(
machine_id='m', rate_variable_id='unused', gate_variable_id='speed',
rotational_speed_variable_ids=('left', 'right'), nominal_width_m=5,
specific_discharge_kg_per_rev_m=factor, start=start,
end=start + timedelta(seconds=60),
)
integrator = MaterialConsumptionIntegrator(MaterialIntegratorConfig(0.3, 20))
state = integrator.process_many(samples)
assert samples[0].material_rate_kg_per_hour == 2805.0
assert state.integrated_running_seconds == 20
outputs.append((application, samples, state))
assert outputs[0] == outputs[1]
assert outputs[0][0] == pytest.approx(4065.217391304348)
def test_update_only_central_file(tmp_path):
path = tmp_path / BENTO.name
path.write_text(BENTO.read_text())
(tmp_path / CALIBRATIONS.name).write_text(CALIBRATIONS.read_text().replace('2.75', '2.8'))
assert load_material_calculation(path).specific_discharge_kg_per_rev_m == 2.8
def test_k7_without_calibration_file(tmp_path):
original = Path('config/k7-material-consumption.yaml')
path = tmp_path / original.name
path.write_text(original.read_text())
assert load_material_calculation(path) == load_material_calculation(original)
assert load_material_calculation(path).calibration_ref is None