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tconnectsync/tests/sync/test_profile.py
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#!/usr/bin/env python3
import json
import unittest
from typing import Dict
import copy
from tconnectsync.sync.profile import get_pump_profiles, compare_profiles, nightscout_profiles_identical
from tconnectsync.domain.device_settings import Profile, ProfileSegment, DeviceSettings
from tconnectsync.secret import NIGHTSCOUT_PROFILE_CARBS_HR_VALUE, NIGHTSCOUT_PROFILE_DELAY_VALUE, TIMEZONE_NAME
from ..parser.test_tconnect import TestTConnectEntryReading
DEVICE_PROFILE_A = Profile(
title='A',
active=False,
segments=[
ProfileSegment(
display_time='Midnight',
time='12:00 AM',
basal_rate=0.8,
correction_factor=30.0,
carb_ratio=6.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='6:00 AM',
time='6:00 AM',
basal_rate=1.25,
correction_factor=30.0,
carb_ratio=6.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='11:00 AM',
time='11:00 AM',
basal_rate=1.0,
correction_factor=30.0,
carb_ratio=6.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='Noon',
time='12:00 PM',
basal_rate=0.8,
correction_factor=30.0,
carb_ratio=6.0,
target_bg_mgdl=110.0)
],
calculated_total_daily_basal=21.65,
insulin_duration_min=300,
carbs_enabled=True
)
DEVICE_PROFILE_B = Profile(
title='B',
active=False,
segments=[
ProfileSegment(
display_time='Midnight',
time='12:00 AM',
basal_rate=0.8,
correction_factor=30.0,
carb_ratio=12.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='6:00 AM',
time='6:00 AM',
basal_rate=1.25,
correction_factor=30.0,
carb_ratio=12.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='11:00 AM',
time='11:00 AM',
basal_rate=1.0,
correction_factor=30.0,
carb_ratio=12.0,
target_bg_mgdl=110.0),
ProfileSegment(
display_time='Noon',
time='12:00 PM',
basal_rate=0.9,
correction_factor=30.0,
carb_ratio=12.0,
target_bg_mgdl=110.0)
],
calculated_total_daily_basal=22.85,
insulin_duration_min=300,
carbs_enabled=True
)
DEVICE_SETTINGS = DeviceSettings(
low_bg_threshold=80,
high_bg_threshold=200,
raw_settings={}
)
NS_PROFILE_A = {
"dia": 5.0,
"carbratio": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 6.0
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 6.0
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 6.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 6.0
}
],
"carbs_hr": NIGHTSCOUT_PROFILE_CARBS_HR_VALUE,
"delay": NIGHTSCOUT_PROFILE_DELAY_VALUE,
"sens": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 30.0
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 30.0
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 30.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 30.0
}
],
"basal": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 0.8
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 1.25
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 1.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 0.8
}
],
"target_low": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 80
}
],
"target_high": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 200
}
],
"timezone": TIMEZONE_NAME,
"startDate": "1970-01-01T00:00:00.000Z",
"units": "mg/dl"
}
NS_PROFILE_B = {
"dia": 5.0,
"carbratio": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 12.0
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 12.0
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 12.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 12.0
}
],
"carbs_hr": NIGHTSCOUT_PROFILE_CARBS_HR_VALUE,
"delay": NIGHTSCOUT_PROFILE_DELAY_VALUE,
"sens": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 30.0
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 30.0
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 30.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 30.0
}
],
"basal": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 0.8
},
{
"time": "06:00",
"timeAsSeconds": 6*60*60,
"value": 1.25
},
{
"time": "11:00",
"timeAsSeconds": 11*60*60,
"value": 1.0
},
{
"time": "12:00",
"timeAsSeconds": 12*60*60,
"value": 0.9
}
],
"target_low": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 80
}
],
"target_high": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": 200
}
],
"timezone": TIMEZONE_NAME,
"startDate": "1970-01-01T00:00:00.000Z",
"units": "mg/dl"
}
NS_PROFILE_STORE = {
'A': NS_PROFILE_A,
'B': NS_PROFILE_B
}
def build_ns_profile(profiles: Dict[str, dict], current_profile: str) -> dict:
return copy.deepcopy({
"store": profiles,
"defaultProfile": current_profile,
"startDate": "1970-01-01T00:00:00.000Z",
"mills": 0,
"units": "mg/dl",
})
class TestCompareProfiles(unittest.TestCase):
maxDiff = None
def test_compare_profiles_identical_a(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertFalse(changed)
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_identical_b(self):
pump_profiles = [DEVICE_PROFILE_B.activeProfile()]
ns_profile_obj = build_ns_profile({'B': NS_PROFILE_B}, 'B')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertFalse(changed)
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_extra_profile_in_nightscout_ignored(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A, 'B': NS_PROFILE_B}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertFalse(changed)
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_current_nightscout_profile_changed(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A, 'B': NS_PROFILE_B}, 'B')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['defaultProfile'] = 'A'
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_new_pump_profile_added(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile(), DEVICE_PROFILE_B]
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['store']['B'] = new_profiles['store']['B']
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_new_pump_profile_added_and_active(self):
pump_profiles = [DEVICE_PROFILE_A, DEVICE_PROFILE_B.activeProfile()]
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['store']['B'] = new_profiles['store']['B']
ns_profile_obj['defaultProfile'] = 'B'
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_existing_profile_edited_basal(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
pump_profiles[0].segments[0].basal_rate = 0.1
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['store']['A']['basal'][0]['value'] = 0.1
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_existing_profile_edited_new_chunk(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
pump_profiles[0].segments.append(ProfileSegment(
display_time='06:00 PM',
time='06:00 PM',
basal_rate=0.7,
correction_factor=30.0,
carb_ratio=6.0,
target_bg_mgdl=110.0)
)
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['store']['A']['basal'].append({'time': '18:00', 'timeAsSeconds': 18*60*60, 'value': 0.7})
ns_profile_obj['store']['A']['carbratio'].append({'time': '18:00', 'timeAsSeconds': 18*60*60, 'value': 6})
ns_profile_obj['store']['A']['sens'].append({'time': '18:00', 'timeAsSeconds': 18*60*60, 'value': 30})
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def test_compare_profiles_existing_profile_edited_removed_chunk(self):
pump_profiles = [DEVICE_PROFILE_A.activeProfile()]
pump_profiles[0].segments.pop()
ns_profile_obj = build_ns_profile({'A': NS_PROFILE_A}, 'A')
changed, new_profiles = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
ns_profile_obj
)
self.assertTrue(changed)
self.assertNotEqual(ns_profile_obj, new_profiles)
ns_profile_obj['store']['A']['basal'].pop()
ns_profile_obj['store']['A']['carbratio'].pop()
ns_profile_obj['store']['A']['sens'].pop()
self.assertDictEqual(ns_profile_obj, new_profiles)
self.ensure_stabilized(pump_profiles, new_profiles)
def ensure_stabilized(self, pump_profiles, new_profiles):
changed, _ = compare_profiles(
pump_profiles,
DEVICE_SETTINGS,
new_profiles
)
self.assertFalse(changed, 'did not stabilize')
class TestNightscoutProfilesIdentical(unittest.TestCase):
def test_same_dict(self):
self.assertTrue(nightscout_profiles_identical(NS_PROFILE_A, NS_PROFILE_A))
def test_different_dict(self):
self.assertFalse(nightscout_profiles_identical(NS_PROFILE_A, NS_PROFILE_B))
def test_same_re_jsoned(self):
self.assertTrue(nightscout_profiles_identical(NS_PROFILE_A, json.loads(json.dumps(NS_PROFILE_A))))
def test_same_different_number_types(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = 5
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = 5.0
self.assertTrue(nightscout_profiles_identical(a, b))
def test_same_different_number_strings_1(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = 5
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = '5.0'
self.assertTrue(nightscout_profiles_identical(a, b))
def test_same_different_number_strings_2(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = '5'
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = 5.0
self.assertTrue(nightscout_profiles_identical(a, b))
def test_same_different_number_strings_3(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = '5'
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = '5.000'
self.assertTrue(nightscout_profiles_identical(a, b))
def test_different_numbers(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = 5
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = 5.1
self.assertFalse(nightscout_profiles_identical(a, b))
def test_different_numbers_strings(self):
a = b = json.loads(json.dumps(NS_PROFILE_A))
a['dia'] = '5'
b = json.loads(json.dumps(NS_PROFILE_A))
b['dia'] = '5.01'
self.assertFalse(nightscout_profiles_identical(a, b))
if __name__ == '__main__':
unittest.main()
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