From 771da691b9b33fe3938985a3212304bd305c41ba Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 14:01:13 +0100 Subject: [PATCH 1/6] susceptibility scaling should always be performed on the infectee --- pyEpiabm/pyEpiabm/property/household_foi.py | 10 +++++----- pyEpiabm/pyEpiabm/property/place_foi.py | 10 +++++----- pyEpiabm/pyEpiabm/property/spatial_foi.py | 16 ++++++++-------- 3 files changed, 18 insertions(+), 18 deletions(-) diff --git a/pyEpiabm/pyEpiabm/property/household_foi.py b/pyEpiabm/pyEpiabm/property/household_foi.py index 02e5cbc0..67e24e3e 100644 --- a/pyEpiabm/pyEpiabm/property/household_foi.py +++ b/pyEpiabm/pyEpiabm/property/household_foi.py @@ -66,11 +66,11 @@ def household_susc(infector, infectee, time: float): """ household_susceptibility = PersonalInfection.person_susc( infector, infectee, time) - if (hasattr(infector.microcell, 'distancing_start_time')) and ( - infector.microcell.distancing_start_time is not None) and ( - infector.microcell.distancing_start_time <= time): - if (hasattr(infector, 'distancing_enhanced')) and ( - infector.distancing_enhanced is True): + if (hasattr(infectee.microcell, 'distancing_start_time')) and ( + infectee.microcell.distancing_start_time is not None) and ( + infectee.microcell.distancing_start_time <= time): + if (hasattr(infectee, 'distancing_enhanced')) and ( + infectee.distancing_enhanced is True): household_susceptibility *= Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_house_enhanced_susc'] diff --git a/pyEpiabm/pyEpiabm/property/place_foi.py b/pyEpiabm/pyEpiabm/property/place_foi.py index e3a32430..180a536f 100644 --- a/pyEpiabm/pyEpiabm/property/place_foi.py +++ b/pyEpiabm/pyEpiabm/property/place_foi.py @@ -80,11 +80,11 @@ def place_susc(place, infector, infectee, """ place_susc = 1.0 place_idx = place.place_type.value - 1 - if (hasattr(infector.microcell, 'distancing_start_time')) and ( - infector.microcell.distancing_start_time is not None) and ( - infector.microcell.distancing_start_time <= time): - if (hasattr(infector, 'distancing_enhanced')) and ( - infector.distancing_enhanced is True): + if (hasattr(infectee.microcell, 'distancing_start_time')) and ( + infectee.microcell.distancing_start_time is not None) and ( + infectee.microcell.distancing_start_time <= time): + if (hasattr(infectee, 'distancing_enhanced')) and ( + infectee.distancing_enhanced is True): place_susc *= Parameters.instance().\ intervention_params[ 'social_distancing'][ diff --git a/pyEpiabm/pyEpiabm/property/spatial_foi.py b/pyEpiabm/pyEpiabm/property/spatial_foi.py index 63b1be0a..b20ba4b3 100644 --- a/pyEpiabm/pyEpiabm/property/spatial_foi.py +++ b/pyEpiabm/pyEpiabm/property/spatial_foi.py @@ -114,17 +114,17 @@ def spatial_susc(susc_cell, infector, infectee, time: float): spatial_susc *= Parameters.instance().\ intervention_params['place_closure']['closure_spatial_params'] \ - if ((hasattr(infector.microcell, 'closure_start_time'))) and ( - infector.is_place_closed( + if ((hasattr(infectee.microcell, 'closure_start_time'))) and ( + infectee.is_place_closed( Parameters.instance().intervention_params[ 'place_closure']['closure_place_type'])) and ( - infector.microcell.closure_start_time <= time) else 1 + infectee.microcell.closure_start_time <= time) else 1 - if (hasattr(infector.microcell, 'distancing_start_time')) and ( - infector.microcell.distancing_start_time is not None) and ( - infector.microcell.distancing_start_time <= time): - if (hasattr(infector, 'distancing_enhanced')) and ( - infector.distancing_enhanced is True): + if (hasattr(infectee.microcell, 'distancing_start_time')) and ( + infectee.microcell.distancing_start_time is not None) and ( + infectee.microcell.distancing_start_time <= time): + if (hasattr(infectee, 'distancing_enhanced')) and ( + infectee.distancing_enhanced is True): spatial_susc *= Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_spatial_enhanced_susc'] From 4fd543640549c4b89493354f9349ecd3d801f49d Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 15:00:08 +0100 Subject: [PATCH 2/6] remove infector from susc function --- pyEpiabm/pyEpiabm/property/place_foi.py | 6 ++---- pyEpiabm/pyEpiabm/property/spatial_foi.py | 6 ++---- 2 files changed, 4 insertions(+), 8 deletions(-) diff --git a/pyEpiabm/pyEpiabm/property/place_foi.py b/pyEpiabm/pyEpiabm/property/place_foi.py index 180a536f..09ec6f72 100644 --- a/pyEpiabm/pyEpiabm/property/place_foi.py +++ b/pyEpiabm/pyEpiabm/property/place_foi.py @@ -55,7 +55,7 @@ def place_inf(place, infector, time: float): return place_inf @staticmethod - def place_susc(place, infector, infectee, + def place_susc(place, infectee, time: float): """Calculate the susceptibility of a place. Does not include interventions such as isolation, @@ -63,8 +63,6 @@ def place_susc(place, infector, infectee, Parameters ---------- - infector : Person - Infector infectee : Person Infectee place : Place @@ -153,6 +151,6 @@ def place_foi(place, infector, infectee, infectiousness = (PlaceInfection.place_inf(place, infector, time) * isolation_scale_inf * quarantine_scale) - susceptibility = (PlaceInfection.place_susc(place, infector, infectee, + susceptibility = (PlaceInfection.place_susc(place, infectee, time) * carehome_scale_susc * quarantine_scale) return (infectiousness * susceptibility) diff --git a/pyEpiabm/pyEpiabm/property/spatial_foi.py b/pyEpiabm/pyEpiabm/property/spatial_foi.py index b20ba4b3..6004594a 100644 --- a/pyEpiabm/pyEpiabm/property/spatial_foi.py +++ b/pyEpiabm/pyEpiabm/property/spatial_foi.py @@ -86,7 +86,7 @@ def spatial_inf(inf_cell, infector, return infector.infectiousness * age * closure_spatial @staticmethod - def spatial_susc(susc_cell, infector, infectee, time: float): + def spatial_susc(susc_cell, infectee, time: float): """Calculate the susceptibility of one cell towards its neighbouring cells. @@ -94,8 +94,6 @@ def spatial_susc(susc_cell, infector, infectee, time: float): ---------- susc_cell : Cell Cell receiving infections - infector : Person - Infector infectee : Person Infectee time : float @@ -196,6 +194,6 @@ def spatial_foi(inf_cell, susc_cell, infector, inf_cell, infector, time) * carehome_scale_inf * isolation_scale_inf * quarantine_scale) susceptibility = (SpatialInfection.spatial_susc( - susc_cell, infector, infectee, time) + susc_cell, infectee, time) * carehome_scale_susc * quarantine_scale) return (infectiousness * susceptibility) From 419ef34388ecef3010ca13d96d8ea60fb636f3ec Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 15:01:07 +0100 Subject: [PATCH 3/6] PC and SD susceptibility scales on infectee --- .../test_property/test_household_foi.py | 10 ++-- .../test_unit/test_property/test_place_foi.py | 19 ++++---- .../test_property/test_spatial_foi.py | 46 +++++++++++++------ 3 files changed, 48 insertions(+), 27 deletions(-) diff --git a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_household_foi.py b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_household_foi.py index 41384746..15c12e7a 100644 --- a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_household_foi.py +++ b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_household_foi.py @@ -118,9 +118,9 @@ def test_house_social_distancing(self): result = HouseholdInfection.household_susc( self.infector, self.infectee, self.time) - # Normal social distancing - self.infector.microcell.distancing_start_time = 1 - self.infector.distancing_enhanced = False + # Normal social distancing of infectee + self.infectee.microcell.distancing_start_time = 1 + self.infectee.distancing_enhanced = False distancing_house_susc = pe.Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_house_susc'] @@ -129,8 +129,8 @@ def test_house_social_distancing(self): self.assertEqual(result*distancing_house_susc, result_distancing) - # Enhanced social distancing - self.infector.distancing_enhanced = True + # Enhanced social distancing of infectee + self.infectee.distancing_enhanced = True distancing_house_enhanced_susc = pe.Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_house_enhanced_susc'] diff --git a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_place_foi.py b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_place_foi.py index ed46bfbc..5668db02 100644 --- a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_place_foi.py +++ b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_place_foi.py @@ -30,7 +30,7 @@ def setUpClass(cls) -> None: cls.time = 1.0 def test_place_susc(self): - result = PlaceInfection.place_susc(self.place, self.infector, + result = PlaceInfection.place_susc(self.place, self.infectee, self.time) self.assertTrue(result > 0) self.assertIsInstance(result, float) @@ -99,27 +99,28 @@ def test_place_household_quarantine(self): def test_place_social_distancing(self): # Not in social distancing (distancing_start_time = None) - result = PlaceInfection.place_susc(self.place, self.infector, + result = PlaceInfection.place_susc(self.place, self.infectee, self.time) place_idx = self.place.place_type.value - 1 - # Normal social distancing - self.infector.microcell.distancing_start_time = 1 - self.infector.distancing_enhanced = False + # Normal social distancing of infectee + self.infectee.microcell.distancing_start_time = 1 + self.infectee.distancing_enhanced = False distancing_place_susc = pe.Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_place_susc'] result_distancing = PlaceInfection.place_susc( - self.place, self.infector, self.infectee, self.time) + self.place, self.infectee, self.time) self.assertEqual(result*distancing_place_susc[place_idx], result_distancing) - # Enhanced social distancing - self.infector.distancing_enhanced = True + + # Enhanced social distancing of infectee + self.infectee.distancing_enhanced = True distancing_place_enhanced_susc = pe.Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_place_enhanced_susc'] result_distancing_enhanced = PlaceInfection.place_susc( - self.place, self.infector, self.infectee, self.time) + self.place, self.infectee, self.time) self.assertEqual(result*distancing_place_enhanced_susc[place_idx], result_distancing_enhanced) diff --git a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py index 5f4a4b48..d3617a2a 100644 --- a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py +++ b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py @@ -35,7 +35,7 @@ def setUp(self) -> None: def test_spatial_susc(self): result = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) self.assertTrue(result > 0) self.assertIsInstance(result, float) @@ -43,7 +43,7 @@ def test_spatial_susc(self): def test_spatial_susc_no_age(self, mock_params): mock_params.return_value.use_ages = False result = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) self.assertIsInstance(result, float) self.assertEqual(result, 1.0) @@ -94,9 +94,10 @@ def test_spatial_case_isolation(self): def test_spatial_place_closure(self): # Update place type, not place closure (closure_start_time = None) - self.infector.place_types.append(PlaceType.PrimarySchool) + self.infectee.place_types.append(PlaceType.PrimarySchool) + self.infector.place_types.append(PlaceType.Workplace) result_susc = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) result_inf = SpatialInfection.spatial_inf( self.cell, self.infector, self.time) @@ -104,20 +105,39 @@ def test_spatial_place_closure(self): closure_spatial_params = \ pe.Parameters.instance().intervention_params[ 'place_closure']['closure_spatial_params'] - self.infector.microcell.closure_start_time = 1 + self.infectee.microcell.closure_start_time = 1 - # Place closure susceptibility + # Place closure susceptibility of infectee + pe.Parameters.instance().intervention_params[ + 'place_closure']['closure_place_type'] = [1, 2, 3, 4, 5, 6] result_closure_susc = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) self.assertEqual(result_susc*closure_spatial_params, result_closure_susc) - # Place closure infectiousness + # Place closure infectiousness of infector + pe.Parameters.instance().intervention_params[ + 'place_closure']['closure_place_type'] = [1, 2, 3, 4, 5, 6] result_closure_inf = SpatialInfection.spatial_inf( self.cell, self.infector, self.time) self.assertEqual(result_inf*closure_spatial_params, result_closure_inf) + # Place closure foi, place of infectee and infector closed + pe.Parameters.instance().intervention_params[ + 'place_closure']['closure_place_type'] = [1, 2, 3, 4, 5, 6] + result_closure_foi = SpatialInfection.spatial_foi( + self.cell, self.cell, self.infector, self.infectee, self.time) + self.assertEqual(result_susc*closure_spatial_params*result_inf*closure_spatial_params, + result_closure_foi) + + # Place closure foi, place of only infectee closed + pe.Parameters.instance().intervention_params['place_closure']['closure_place_type'] = [1, 2, 3] + result_closure_foi = SpatialInfection.spatial_foi( + self.cell, self.cell, self.infector, self.infectee, self.time) + self.assertEqual(result_susc*result_inf*closure_spatial_params, + result_closure_foi) + def test_spatial_household_quarantine(self): # Not in quarantine (quarantine_start_time = None) result = SpatialInfection.spatial_foi( @@ -139,7 +159,7 @@ def test_spatial_household_quarantine(self): def test_spatial_social_distancing(self): # Not in social distancing (distancing_start_time = None) result = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) # Normal social distancing self.infector.microcell.distancing_start_time = 1 @@ -148,17 +168,17 @@ def test_spatial_social_distancing(self): intervention_params['social_distancing'][ 'distancing_spatial_susc'] result_distancing = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) self.assertEqual(result*distancing_spatial_susc, result_distancing) - # Enhanced social distancing - self.infector.distancing_enhanced = True + # Enhanced social distancing of infectee + self.infectee.distancing_enhanced = True distancing_spatial_enhanced_susc = pe.Parameters.instance().\ intervention_params['social_distancing'][ 'distancing_spatial_enhanced_susc'] result_distancing_enhanced = SpatialInfection.spatial_susc( - self.cell, self.infector, self.infectee, self.time) + self.cell, self.infectee, self.time) self.assertEqual(result*distancing_spatial_enhanced_susc, result_distancing_enhanced) From f9a3693c44c51ef3eddc35980b8a734c1e850c3e Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 15:03:13 +0100 Subject: [PATCH 4/6] PC and SD susceptibility scaling on infectee not infector --- ...e_household_infectiousness_Icurve_plot.png | Bin 56061 -> 58440 bytes ...ure_closure_spatial_params_Icurve_plot.png | Bin 57986 -> 52278 bytes ...g_distancing_enhanced_prob_Icurve_plot.png | Bin 57228 -> 52605 bytes ...ng_distancing_spatial_susc_Icurve_plot.png | Bin 58164 -> 54746 bytes 4 files changed, 0 insertions(+), 0 deletions(-) diff --git a/python_examples/intervention_example/intervention_outputs/place_closure_closure_household_infectiousness_Icurve_plot.png 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7c64f87565fe213b6000f06133a702c88a443bf6 Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 15:24:21 +0100 Subject: [PATCH 5/6] solve flake8 issues --- .../tests/test_unit/test_property/test_spatial_foi.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py index d3617a2a..3877c7b5 100644 --- a/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py +++ b/pyEpiabm/pyEpiabm/tests/test_unit/test_property/test_spatial_foi.py @@ -128,11 +128,12 @@ def test_spatial_place_closure(self): 'place_closure']['closure_place_type'] = [1, 2, 3, 4, 5, 6] result_closure_foi = SpatialInfection.spatial_foi( self.cell, self.cell, self.infector, self.infectee, self.time) - self.assertEqual(result_susc*closure_spatial_params*result_inf*closure_spatial_params, - result_closure_foi) + self.assertEqual(result_susc * closure_spatial_params * result_inf * + closure_spatial_params, result_closure_foi) # Place closure foi, place of only infectee closed - pe.Parameters.instance().intervention_params['place_closure']['closure_place_type'] = [1, 2, 3] + pe.Parameters.instance().intervention_params['place_closure'][ + 'closure_place_type'] = [1, 2, 3] result_closure_foi = SpatialInfection.spatial_foi( self.cell, self.cell, self.infector, self.infectee, self.time) self.assertEqual(result_susc*result_inf*closure_spatial_params, From 30ec65429415e16d7ef663bbf00a89379cccc401 Mon Sep 17 00:00:00 2001 From: HenrietteCapel Date: Tue, 26 Sep 2023 15:54:02 +0100 Subject: [PATCH 6/6] solve style problem and document susc functions --- pyEpiabm/pyEpiabm/property/household_foi.py | 5 +++-- pyEpiabm/pyEpiabm/property/place_foi.py | 10 +++++----- pyEpiabm/pyEpiabm/property/spatial_foi.py | 3 ++- 3 files changed, 10 insertions(+), 8 deletions(-) diff --git a/pyEpiabm/pyEpiabm/property/household_foi.py b/pyEpiabm/pyEpiabm/property/household_foi.py index 67e24e3e..6606c38d 100644 --- a/pyEpiabm/pyEpiabm/property/household_foi.py +++ b/pyEpiabm/pyEpiabm/property/household_foi.py @@ -46,8 +46,9 @@ def household_inf(infector, time: float): @staticmethod def household_susc(infector, infectee, time: float): """Calculate the susceptibility of one person to another in a given - household. Does not include interventions such as isolation, - or whether individual is a carehome resident. + household. Intervention parameters are based on the microcell + properties of the infectee. Does not include interventions such as + isolation, or whether individual is a carehome resident. Parameters ---------- diff --git a/pyEpiabm/pyEpiabm/property/place_foi.py b/pyEpiabm/pyEpiabm/property/place_foi.py index 09ec6f72..181cd5e9 100644 --- a/pyEpiabm/pyEpiabm/property/place_foi.py +++ b/pyEpiabm/pyEpiabm/property/place_foi.py @@ -55,11 +55,11 @@ def place_inf(place, infector, time: float): return place_inf @staticmethod - def place_susc(place, infectee, - time: float): - """Calculate the susceptibility of a place. - Does not include interventions such as isolation, - or whether individual is a carehome resident. + def place_susc(place, infectee, time: float): + """Calculate the susceptibility of a place. Intervention parameters + are based on the microcell properties of the infectee. Does not include + interventions such as isolation, or whether individual is a carehome + resident. Parameters ---------- diff --git a/pyEpiabm/pyEpiabm/property/spatial_foi.py b/pyEpiabm/pyEpiabm/property/spatial_foi.py index 6004594a..617193d0 100644 --- a/pyEpiabm/pyEpiabm/property/spatial_foi.py +++ b/pyEpiabm/pyEpiabm/property/spatial_foi.py @@ -88,7 +88,8 @@ def spatial_inf(inf_cell, infector, @staticmethod def spatial_susc(susc_cell, infectee, time: float): """Calculate the susceptibility of one cell towards its neighbouring - cells. + cells. Intervention parameters are based on the microcell properties + of the infectee. Parameters ----------