def and_calc(calculators, date_provider=default_date, indicator_calculator=None,
group_by_provider=None, window=timedelta(days=1)):
"""
Shortcut function for creating a SimpleCalculator with a filter that combines
the filters of the calculators in an ANDFilter
"""
return SimpleCalculator(
date_provider=date_provider,
filter=ANDFilter([calc._filter for calc in calculators if calc._filter]),
indicator_calculator=indicator_calculator,
group_by_provider=group_by_provider,
window=window
)
def _filtered_calc_alias(xmlns=None, property_path=None, property_value=None,
operator=xcalculators.EQUAL, indicator_calculator=None,
window=timedelta(days=1)):
filter = FormPropertyFilter(xmlns=xmlns, property_path=property_path,
property_value=property_value,
operator=operator)
return SimpleCalculator(
date_provider=xcalculators.default_date,
filter=filter,
indicator_calculator=indicator_calculator,
window=window
)
def filtered_form_calc(xmlns=None, property_path=None, property_value=None,
operator=EQUAL, date_provider=default_date,
indicator_calculator=None, group_by_provider=None,
window=timedelta(days=1)):
"""
Shortcut function for creating a SimpleCalculator with a FormPropertyFilter
"""
filter = FormPropertyFilter(xmlns=xmlns, property_path=property_path,
property_value=property_value,
operator=operator)
return SimpleCalculator(
date_provider=date_provider,
filter=filter,
indicator_calculator=indicator_calculator,
group_by_provider=group_by_provider,
window=window
)
class UnicefMalawiFluff(fluff.IndicatorDocument):
document_class = XFormInstance
document_filter = ANDFilter([
NOTFilter(
xcalc.FormPropertyFilter(
xmlns='http://openrosa.org/user-registration')),
NOTFilter(
xcalc.FormPropertyFilter(
xmlns='http://openrosa.org/user/registration')),
NOTFilter(
xcalc.FormPropertyFilter(
xmlns='http://code.javarosa.org/devicereport')),
xcalc.CustomFilter(lambda f: get_user_id(f) != 'demo_user'),
xcalc.CustomFilter(lambda f: get_group_id(f)),
])
domains = ('cvsulive', )
group_by = (
'domain',
fluff.AttributeGetter('user_id', get_user_id),
fluff.AttributeGetter('group_id', get_group_id),
fluff.AttributeGetter('age', get_age),
fluff.AttributeGetter('sex', get_sex),
)
group_by_type_map = {'age': fluff.TYPE_INTEGER}
# ---------------------------------------------------------------------
# incident resolution
# ---------------------------------------------------------------------
resolution_resolved_at_cvsu = SimpleCalculator(
date_provider=date_provided,
filter=ORFilter([
ANDFilter([
filter_action('mediation_provided'),
filter_outcome('resolved', REPORT_INCIDENT_XMLNS)
]),
filter_outcome('resolved', FOLLOWUP_FORM_XMLNS)
]))
resolution_unresolved = SimpleCalculator(
date_provider=date_provided,
filter=ORFilter([
ANDFilter([
filter_action('mediation_provided'),
filter_outcome('unresolved', REPORT_INCIDENT_XMLNS)
]),
filter_outcome('unresolved', FOLLOWUP_FORM_XMLNS)
]))
resolution_case_withdrawn = SimpleCalculator(
date_provider=date_provided,
filter=ORFilter([
ANDFilter([
filter_action('mediation_provided'),
filter_outcome('case_withdrawn', REPORT_INCIDENT_XMLNS)
]),
filter_outcome('case_withdrawn', FOLLOWUP_FORM_XMLNS)
]))
resolution_referred_ta = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('ta')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('ta')
])
]))
resolution_referral_ta_court = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('ta_court')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('ta_court')
])
]))
resolution_referral_police = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('police')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('med_ref_police')
])
]))
resolution_referral_social_welfare = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('social_welfare')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('med_ref_social_welfare')
])
]))
resolution_referral_ngo = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('ngo')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('med_ref_ngo')
])
]))
resolution_referral_other = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
ANDFilter([
filter_action('immediate_referral'),
filter_immediate_referral_org('referral_other')
]),
ANDFilter([
filter_outcome('mediation_outcome_referred'),
filter_referral_org('med_ref_other')
])
]))
resolution_other = SimpleCalculator(
date_provider=date_reported_provided_mediated,
filter=ORFilter([
filter_action('actions_other'),
filter_outcome('other_mediation_outcome', REPORT_INCIDENT_XMLNS),
filter_outcome('other', FOLLOWUP_FORM_XMLNS)
]),
)
resolution_total = xcalc.or_calc(
[
resolution_resolved_at_cvsu, resolution_referred_ta,
resolution_referral_ta_court, resolution_referral_police,
resolution_referral_social_welfare, resolution_referral_ngo,
resolution_referral_other, resolution_unresolved, resolution_other
],
date_provider=date_reported_provided_mediated,
)
# ---------------------------------------------------------------------
# services
# ---------------------------------------------------------------------
service_referral = SimpleCalculator(
date_provider=date_reported_mediated,
filter=ORFilter([
filter_action('immediate_referral'),
filter_service('referral_hostpital'),
filter_outcome('mediation_outcome_referred')
]))
service_mediation = SimpleCalculator(
date_provider=date_reported,
filter=ORFilter([
filter_action('mediation_scheduled'),
filter_action('mediation_provided')
]))
service_counselling = SimpleCalculator(date_provider=date_reported,
filter=ORFilter([
filter_service('counselling'),
filter_service('couselling')
]))
service_psychosocial_support = SimpleCalculator(
date_provider=date_reported,
filter=filter_service('psychosocial_support'))
service_first_aid = SimpleCalculator(date_provider=date_reported,
filter=filter_service('first_aid'))
service_shelter = SimpleCalculator(date_provider=date_reported,
filter=filter_service('shelter'))
service_other = SimpleCalculator(date_provider=date_reported,
filter=ORFilter([
filter_action('actions_other'),
filter_service('services_other')
]))
service_total = xcalc.or_calc(
[
service_referral, service_mediation, service_counselling,
service_psychosocial_support, service_first_aid, service_shelter,
service_other
],
date_provider=date_reported_mediated,
)
# ---------------------------------------------------------------------
# outreach
# ---------------------------------------------------------------------
incidents = SimpleCalculator(
date_provider=date_reported,
filter=xcalc.FormPropertyFilter(xmlns=REPORT_INCIDENT_XMLNS))
outreach = SimpleCalculator(
date_provider=lambda form: form.form.get('date', form.received_on),
filter=xcalc.FormPropertyFilter(xmlns=OUTREACH_FORM_XMLNS))
iga = SimpleCalculator(
date_provider=lambda form: form.form.get('start_date', form.received_on
),
filter=xcalc.FormPropertyFilter(xmlns=IGA_FORM_XMLNS))
# ---------------------------------------------------------------------
# abuse
# ---------------------------------------------------------------------
abuse_children_in_household = SimpleCalculator(
date_provider=date_reported,
filter=xcalc.FormPropertyFilter(xmlns=REPORT_INCIDENT_XMLNS),
indicator_calculator=IntegerPropertyReference(
'form/nr_children_in_household',
transform=lambda x: 0 if x == 999 else x) # unknown value = 999
)
abuse_children_abused = SimpleCalculator(
date_provider=date_reported,
filter=xcalc.FormPropertyFilter(xmlns=REPORT_INCIDENT_XMLNS),
indicator_calculator=IntegerPropertyReference(
'form/no_children_abused',
transform=lambda x: 0 if x == 999 else x) # unknown value = 999
)
abuse_category_physical = SimpleCalculator(date_provider=date_reported,
filter=filter_abuse('physical'))
abuse_category_sexual = SimpleCalculator(date_provider=date_reported,
filter=filter_abuse('sexual'))
abuse_category_psychological = SimpleCalculator(
date_provider=date_reported, filter=filter_abuse('psychological'))
abuse_category_exploitation = SimpleCalculator(
date_provider=date_reported, filter=filter_abuse('exploitation'))
abuse_category_neglect = SimpleCalculator(date_provider=date_reported,
filter=filter_abuse('neglect'))
abuse_category_other = SimpleCalculator(date_provider=date_reported,
filter=filter_abuse('abuse_other'))
abuse_category_total = xcalc.or_calc([
abuse_category_physical, abuse_category_sexual,
abuse_category_psychological, abuse_category_exploitation,
abuse_category_neglect, abuse_category_other
],
date_provider=date_reported)
class Meta:
app_label = 'cvsu'
def _and_alias(calculators):
return SimpleCalculator(
date_provider=xcalculators.default_date,
filter=ANDFilter([calc._filter for calc in calculators if calc._filter]),
window=timedelta(days=1)
)