from emod_api.interventions.common import *
from emodpy_malaria.interventions.drug import _antimalarial_drug
from emodpy_malaria.interventions.common import add_triggered_campaign_delay_event
import random
def _get_events(
campaign,
start_day: int = 1,
targets: list = None,
drug: list = None,
node_ids: list = None,
ind_property_restrictions: list = None,
drug_ineligibility_duration: float = 0,
duration: int = -1,
broadcast_event_name: str = 'Received_Treatment'):
if not drug:
drug = ['Artemether', 'Lumefantrine']
if not targets:
raise ValueError("Please define targets for treatment seeking. It is a list of dictionaries:\n "
"ex: [{\"trigger\":\"NewClinicalCase\", \"coverage\":0.8, \"agemin\":15, \"agemax\":70, \"rate\":0.3}]\n")
for target in targets:
if "trigger" not in target:
raise ValueError("Please define \"trigger\" for each target dictionary. \n"
"ex: [{\"trigger\":\"NewClinicalCase\", \"coverage\":0.7, \"agemax\":3 }]")
if "seek" in target:
raise ValueError("Notice: \"seek\" parameter has been removed. Please remove it from your \"targets\""
" dictionary."
" Please modify the \"coverage\" parameter "
"directly to attain a different coverage for the intervention. Previously, "
"\"Demographic_Coverage\" was \"coverage\"x\"seek\". It is now just \"coverage\".\n")
drugs = [_antimalarial_drug(campaign, drug_type=d) for d in drug]
drugs.append(BroadcastEvent(campaign, Event_Trigger=broadcast_event_name))
if drug_ineligibility_duration > 0:
drug_ineligibility = PropertyValueChanger(campaign,
Target_Property_Key="DrugStatus",
Target_Property_Value="RecentDrug",
Revert=drug_ineligibility_duration)
drugs.append(drug_ineligibility)
drug_config = MultiInterventionDistributor(campaign, Intervention_List=drugs)
ret_events = list()
for target in targets:
if 'rate' in target and target['rate'] > 0:
actual_config = DelayedIntervention(
campaign,
Delay_Dict={"Delay_Period_Exponential": 1.0 / target['rate']},
Configs=drugs)
else:
actual_config = drug_config
target_age_min = 0 # age is in years
target_age_max = 125 # setting defaults in case these are unused
coverage = 1
if 'agemin' in target:
target_age_min = target['agemin']
if 'agemax' in target:
target_age_max = target['agemax']
if 'coverage' in target:
coverage = target['coverage']
treatment_seeking_event = TriggeredCampaignEvent(
campaign,
Event_Name="Treatment_Seeking_Behavior",
Start_Day=start_day,
Node_Ids=node_ids,
Triggers=[target['trigger']],
Duration=duration,
Target_Age_Min=target_age_min,
Target_Age_Max=target_age_max,
Demographic_Coverage=coverage,
Property_Restrictions=ind_property_restrictions,
Intervention_List=[actual_config])
ret_events.append(treatment_seeking_event)
return ret_events
[docs]def add_treatment_seeking(campaign,
start_day: int = 1,
targets: list = None,
drug: list = None,
node_ids: list = None,
ind_property_restrictions: list = None,
drug_ineligibility_duration: float = 0,
duration: int = -1,
broadcast_event_name: str = 'Received_Treatment'):
"""
Add an event-triggered drug-seeking behavior intervention to the campaign using
the **NodeLevelHealthTriggeredIV**. The intervention will distribute drugs
to targeted individuals within the node.
targets is a list of dictionaries defining the trigger event and coverage for and
properties of individuals to target with the intervention with all possible options being:
[{"trigger":"NewClinicalCase","coverage":0.8,"agemin":15,"agemax":70, "rate":0.3}]
"rate" is the inverse of the average delay in time to treatment seeking from an exponential distribution
"trigger" must be defined, but everything else has defaults:
coverage = 1, affects all
agemin/agemax = 0/125, affects all
rate = 0, no delay, seek treatment immediately
Args:
campaign: object for building, modifying, and writing campaign configuration files.
start_day: Start day of intervention.
targets: List of dictionaries defining the trigger event and coverage for and
properties of individuals to target with the intervention. "trigger" must be defined, other defaults are as
follows - "coverage":1,"agemin":0,"agemax":125, "rate":0 (no delay)
Example::
[{"trigger":"NewClinicalCase","coverage":0.8,"agemin":15,"agemax":70, "rate":0.3}]
drug: List of drug(s) to administer from the drugs defined in config.
Default is ``["Artemether","Lumefantrine"]``
node_ids: The list of nodes to apply this intervention to (**Node_List**
parameter). If not provided, set value of NodeSetAll.
ind_property_restrictions: List of IndividualProperty key:value pairs that
individuals must have to receive the intervention. For example,
``["IndividualProperty1:PropertyValue1", "IndividualProperty2:PropertyValue2"]``.
drug_ineligibility_duration: number of days for which an individual will be ineligible for more drugs
duration: duration from start_day until people will no longer seek drugs when sick.
Default is -1, meaning they will always seek drugs when sick
broadcast_event_name: Event to broadcast when successful health seeking behavior.
Default is "Received_Treatment".
Returns:
None
"""
camp_events = _get_events(campaign=campaign, start_day=start_day, targets=targets, drug=drug, node_ids=node_ids,
ind_property_restrictions=ind_property_restrictions,
drug_ineligibility_duration=drug_ineligibility_duration, duration=duration,
broadcast_event_name=broadcast_event_name)
for event in camp_events:
campaign.add(event)