def add_or_update_incident(cls, department, incident):
''' Add a new OIS incident or update an existing one
'''
row_added = False
# get a cleaner instance
cleaner = Cleaners()
# capitalize the location
incident["bureau"] = cleaner.capitalize(incident["bureau"])
incident["division"] = cleaner.capitalize(incident["division"])
incident["assignment"] = cleaner.capitalize(incident["assignment"])
# clean weapon, race, gender
incident["residentWeaponUsed"] = cleaner.resident_weapon_used(incident["residentWeaponUsed"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
# and values that might've been sent as strings are integers
incident["officerYearsOfService"] = cleaner.string_to_integer(incident["officerYearsOfService"])
found_incident = False
# found_incident = cls.query.filter_by(
# opaque_id=incident["opaqueId"],
# department_id=department.id,
# officer_identifier=incident["officerIdentifier"]
# ).first()
if not found_incident:
found_incident = cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"]
)
row_added = True
found_incident.department_id = department.id
found_incident.opaque_id = incident["opaqueId"]
found_incident.occured_date = parse_date(incident["occuredDate"])
found_incident.bureau = incident["bureau"]
found_incident.division = incident["division"]
found_incident.assignment = incident["assignment"]
found_incident.disposition = incident["disposition"]
found_incident.resident_weapon_used = incident["residentWeaponUsed"]
found_incident.officer_weapon_used = incident["officerWeaponUsed"]
found_incident.service_type = incident["serviceType"]
found_incident.resident_condition = incident["residentCondition"]
found_incident.officer_condition = incident["officerCondition"]
found_incident.resident_identifier = incident["residentIdentifier"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = parse_int(incident["officerYearsOfService"])
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.save()
return row_added
def add_or_update_incident(cls, department, incident):
''' Add a new OIS incident or update an existing one
'''
# get a cleaner instance
cleaner = Cleaners()
# capitalize the assignment
incident["assignment"] = cleaner.capitalize(incident["assignment"])
# clean weapon, race, gender
incident["residentWeaponUsed"] = cleaner.resident_weapon_used(incident["residentWeaponUsed"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
# and values that might've been sent as strings are integers
incident["officerYearsOfService"] = cleaner.string_to_integer(incident["officerYearsOfService"])
# check and set the incident last updated
incident_kwargs = dict(opaque_id=incident["opaqueId"], department_id=department.id, incident_type="ois")
incident_updated = IncidentsUpdated.query.filter_by(**incident_kwargs).first()
# this is the first time we've encountered this incident in this update
if not incident_updated:
# delete this incident's rows from the database
cls.query.filter_by(opaque_id=incident["opaqueId"]).delete()
db.session.commit()
# remember it for this incident's following rows in this update
IncidentsUpdated.create(**incident_kwargs)
cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"],
case_number=incident["caseNumber"],
occured_date=parse_date(incident["occuredDate"]),
assignment=incident["assignment"],
has_disposition=incident["hasDisposition"],
resident_weapon_used=incident["residentWeaponUsed"],
officer_weapon_used=incident["officerWeaponUsed"],
service_type=incident["serviceType"],
resident_condition=incident["residentCondition"],
officer_condition=incident["officerCondition"],
resident_identifier=incident["residentIdentifier"],
resident_race=incident["residentRace"],
resident_sex=incident["residentSex"],
resident_age=incident["residentAge"],
officer_race=incident["officerRace"],
officer_sex=incident["officerSex"],
officer_age=incident["officerAge"],
officer_years_of_service=parse_int(incident["officerYearsOfService"]),
officer_identifier=incident["officerIdentifier"]
)
# TODO: re-evaluate what this return value means
return True
def add_or_update_incident(cls, department, incident):
''' Add a new Citizen Complaints incident or update an existing one
'''
# get a cleaner instance
cleaner = Cleaners()
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
# capitalize all the fields in the incident
incident = cleaner.capitalize_incident(incident)
# clean sex & race
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
# check and set the incident last updated
incident_kwargs = dict(opaque_id=incident["opaqueId"], department_id=department.id, incident_type="complaints")
incident_updated = IncidentsUpdated.query.filter_by(**incident_kwargs).first()
# this is the first time we've encountered this incident in this update
if not incident_updated:
# delete this incident's rows from the database
cls.query.filter_by(opaque_id=incident["opaqueId"]).delete()
db.session.commit()
# remember it for this incident's following rows in this update
IncidentsUpdated.create(**incident_kwargs)
# create the new incident row
cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"],
occured_date=parse_date(incident["occuredDate"]),
bureau=incident["bureau"],
division=incident["division"],
assignment=incident["assignment"],
service_type=incident["serviceType"],
source=incident["source"],
allegation=incident["allegation"],
disposition=incident["disposition"],
resident_identifier=incident["residentIdentifier"],
resident_race=incident["residentRace"],
resident_sex=incident["residentSex"],
resident_age=incident["residentAge"],
officer_identifier=incident["officerIdentifier"],
officer_race=incident["officerRace"],
officer_sex=incident["officerSex"],
officer_age=incident["officerAge"],
officer_years_of_service=incident["officerYearsOfService"],
)
# TODO: re-evaluate what this return value means
return True
def test_parse_date(self):
''' Well formatted date is parsed, other inputs return None
'''
# well formatted date is parsed
assert parse_date("2015-10-17 00:00:00") == datetime(
2015, 10, 17, 0, 0)
# other inputs return None
assert parse_date(None) is None
assert parse_date("None") is None
assert parse_date("2015-10-17 00:00") is None
assert parse_date(123.22) is None
assert parse_date(datetime(2015, 10, 17, 0, 0)) is None
def use_of_force():
username = request.authorization.username
extractor = Extractor.query.filter_by(username=username).first()
department_id = extractor.first_department().id
j = request.json
added_rows = 0
updated_rows = 0
for incident in j['data']:
division = Cleaners.capitalize(incident["division"])
precinct = Cleaners.capitalize(incident["precinct"])
shift = Cleaners.capitalize(incident["shift"])
beat = Cleaners.capitalize(incident["beat"])
officer_force_type = Cleaners.officer_force_type(incident["officerForceType"])
resident_race = Cleaners.race(incident["residentRace"])
resident_sex = Cleaners.sex(incident["residentSex"])
officer_race = Cleaners.race(incident["officerRace"])
officer_sex = Cleaners.sex(incident["officerSex"])
found_incident = UseOfForceIncident.query.filter_by(
opaque_id=incident["opaqueId"],
department_id=department_id,
officer_identifier=incident["officerIdentifier"],
officer_force_type=officer_force_type
).first()
occured_date = parse_date(incident["occuredDate"])
if not found_incident:
found_incident = UseOfForceIncident.create(
department_id=department_id,
opaque_id=incident["opaqueId"],
occured_date=occured_date,
division=division,
precinct=precinct,
shift=shift,
beat=beat,
disposition=incident["disposition"],
census_tract=None,
officer_force_type=officer_force_type,
use_of_force_reason=incident["useOfForceReason"],
service_type=incident["serviceType"],
arrest_made=incident["arrestMade"],
arrest_charges=incident["arrestCharges"],
resident_weapon_used=incident["residentWeaponUsed"],
resident_injured=incident["residentInjured"],
resident_hospitalized=incident["residentHospitalized"],
officer_injured=incident["officerInjured"],
officer_hospitalized=incident["officerHospitalized"],
resident_race=resident_race,
resident_sex=resident_sex,
resident_age=incident["residentAge"],
resident_condition=incident["residentCondition"],
officer_identifier=incident["officerIdentifier"],
officer_race=officer_race,
officer_sex=officer_sex,
officer_age=incident["officerAge"],
officer_years_of_service=incident["officerYearsOfService"],
officer_condition=incident["officerCondition"]
)
added_rows += 1
continue
found_incident.department_id = department_id
found_incident.opaque_id = incident["opaqueId"]
found_incident.occured_date = occured_date
found_incident.division = division
found_incident.precinct = precinct
found_incident.shift = shift
found_incident.beat = beat
found_incident.disposition = incident["disposition"]
found_incident.census_tract = None
found_incident.officer_force_type = officer_force_type
found_incident.use_of_force_reason = incident["useOfForceReason"]
found_incident.service_type = incident["serviceType"]
found_incident.arrest_made = incident["arrestMade"]
found_incident.arrest_charges = incident["arrestCharges"]
found_incident.resident_weapon_used = incident["residentWeaponUsed"]
found_incident.resident_injured = incident["residentInjured"]
found_incident.resident_hospitalized = incident["residentHospitalized"]
found_incident.officer_injured = incident["officerInjured"]
found_incident.officer_hospitalized = incident["officerHospitalized"]
found_incident.resident_race = resident_race
found_incident.resident_sex = resident_sex
found_incident.resident_age = incident["residentAge"]
found_incident.resident_condition = incident["residentCondition"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = officer_race
found_incident.officer_sex = officer_sex
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.officer_condition = incident["officerCondition"]
found_incident.save()
updated_rows += 1
extractor.next_month = None
extractor.next_year = None
extractor.save()
return json.dumps({"added": added_rows, "updated": updated_rows})
def complaints():
username = request.authorization.username
extractor = Extractor.query.filter_by(username=username).first()
department_id = extractor.first_department().id
j = request.json
added_rows = 0
updated_rows = 0
for incident in j['data']:
# capitalize all the fields in the incident
incident = Cleaners.capitalize_incident(incident)
# clean sex & race
resident_sex = Cleaners.sex(incident["residentSex"])
resident_race = Cleaners.race(incident["residentRace"])
officer_sex = Cleaners.sex(incident["officerSex"])
officer_race = Cleaners.race(incident["officerRace"])
found_incident = CitizenComplaint.query.filter_by(
opaque_id=incident["opaqueId"],
allegation_type=incident["allegationType"],
allegation=incident["allegation"],
officer_identifier=incident["officerIdentifier"],
department_id=department_id,
resident_race=resident_race,
resident_sex=resident_sex,
resident_age=incident["residentAge"]
).first()
occured_date = parse_date(incident["occuredDate"])
if not found_incident:
multiple_complaintant_check = CitizenComplaint.query.filter_by(
opaque_id=incident["opaqueId"],
allegation_type=incident["allegationType"],
allegation=incident["allegation"],
officer_identifier=incident["officerIdentifier"],
department_id=department_id
).first()
if multiple_complaintant_check:
continue
found_incident = CitizenComplaint.create(
department_id=department_id,
opaque_id=incident["opaqueId"],
service_type=incident["serviceType"],
source=incident["source"],
occured_date=occured_date,
division=incident["division"],
precinct=incident["precinct"],
shift=incident["shift"],
beat=incident["beat"],
allegation_type=incident["allegationType"],
allegation=incident["allegation"],
disposition=incident["disposition"],
resident_race=resident_race,
resident_sex=resident_sex,
resident_age=incident["residentAge"],
officer_identifier=incident["officerIdentifier"],
officer_race=officer_race,
officer_sex=officer_sex,
officer_age=incident["officerAge"],
officer_years_of_service=incident["officerYearsOfService"],
census_tract=None
)
added_rows += 1
continue
found_incident.department_id = department_id
found_incident.opaque_id = incident["opaqueId"]
found_incident.service_type = incident["serviceType"]
found_incident.source = incident["source"]
found_incident.occured_date = occured_date
found_incident.division = incident["division"]
found_incident.precinct = incident["precinct"]
found_incident.shift = incident["shift"]
found_incident.beat = incident["beat"]
found_incident.allegation_type = incident["allegationType"]
found_incident.allegation = incident["allegation"]
found_incident.disposition = incident["disposition"]
found_incident.resident_race = resident_race
found_incident.resident_sex = resident_sex
found_incident.resident_age = incident["residentAge"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = officer_race
found_incident.officer_sex = officer_sex
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.census_tract = None
found_incident.save()
updated_rows += 1
extractor.next_month = None
extractor.next_year = None
extractor.save()
return json.dumps({"added": added_rows, "updated": updated_rows})
def add_or_update_incident(cls, department, incident):
''' Add a new UOF incident or update an existing one
'''
# get a cleaner instance
cleaner = Cleaners()
# capitalize the location
incident["bureau"] = cleaner.capitalize(incident["bureau"])
incident["division"] = cleaner.capitalize(incident["division"])
incident["unit"] = cleaner.capitalize(incident["unit"])
incident["platoon"] = cleaner.capitalize(incident["platoon"])
# clean force type, race, gender
incident["officerForceType"] = cleaner.officer_force_type(incident["officerForceType"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
# check and set the incident last updated
incident_kwargs = dict(opaque_id=incident["opaqueId"], department_id=department.id, incident_type="uof")
incident_updated = IncidentsUpdated.query.filter_by(**incident_kwargs).first()
# this is the first time we've encountered this incident in this update
if not incident_updated:
# delete this incident's rows from the database
cls.query.filter_by(opaque_id=incident["opaqueId"]).delete()
db.session.commit()
# remember it for this incident's following rows in this update
IncidentsUpdated.create(**incident_kwargs)
cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"],
occured_date=parse_date(incident["occuredDate"]),
bureau=incident["bureau"],
division=incident["division"],
unit=incident["unit"],
platoon=incident["platoon"],
disposition=incident["disposition"],
use_of_force_reason=incident["useOfForceReason"],
officer_force_type=incident["officerForceType"],
service_type=incident["serviceType"],
arrest_made=incident["arrestMade"],
arrest_charges=incident["arrestCharges"],
resident_injured=incident["residentInjured"],
resident_hospitalized=incident["residentHospitalized"],
resident_condition=incident["residentCondition"],
officer_injured=incident["officerInjured"],
officer_hospitalized=incident["officerHospitalized"],
officer_condition=incident["officerCondition"],
resident_identifier=incident["residentIdentifier"],
resident_race=incident["residentRace"],
resident_sex=incident["residentSex"],
resident_age=incident["residentAge"],
officer_race=incident["officerRace"],
officer_sex=incident["officerSex"],
officer_age=incident["officerAge"],
officer_years_of_service=incident["officerYearsOfService"],
officer_identifier=incident["officerIdentifier"]
)
# TODO: re-evaluate what this return value means
return True
def add_or_update_incident(cls, department, incident):
''' Add a new OIS incident or update an existing one
'''
row_added = False
# get a cleaner instance
cleaner = Cleaners()
# capitalize the location
incident["division"] = cleaner.capitalize(incident["division"])
incident["precinct"] = cleaner.capitalize(incident["precinct"])
incident["shift"] = cleaner.capitalize(incident["shift"])
incident["beat"] = cleaner.capitalize(incident["beat"])
# clean weapon, race, gender
incident["residentWeaponUsed"] = cleaner.resident_weapon_used(incident["residentWeaponUsed"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
# and values that might've been sent as strings are integers
incident["officerYearsOfService"] = cleaner.string_to_integer(incident["officerYearsOfService"])
found_incident = cls.query.filter_by(
opaque_id=incident["opaqueId"],
department_id=department.id,
officer_identifier=incident["officerIdentifier"]
).first()
if not found_incident:
found_incident = cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"]
)
row_added = True
found_incident.department_id = department.id
found_incident.opaque_id = incident["opaqueId"]
found_incident.service_type = incident["serviceType"]
found_incident.occured_date = parse_date(incident["occuredDate"])
found_incident.division = incident["division"]
found_incident.precinct = incident["precinct"]
found_incident.shift = incident["shift"]
found_incident.beat = incident["beat"]
found_incident.disposition = incident["disposition"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.resident_weapon_used = incident["residentWeaponUsed"]
found_incident.resident_condition = incident["residentCondition"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_weapon_used = incident["officerForceType"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = parse_int(incident["officerYearsOfService"])
found_incident.officer_condition = incident["officerCondition"]
found_incident.census_tract = None
found_incident.save()
return row_added
def add_or_update_incident(cls, department, incident):
''' Add a new Citizen Complaints incident or update an existing one
'''
row_added = False
# get a cleaner instance
cleaner = Cleaners()
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
# capitalize all the fields in the incident
incident = cleaner.capitalize_incident(incident)
# clean sex & race
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
found_incident = cls.query.filter_by(
opaque_id=incident["opaqueId"],
allegation_type=incident["allegationType"],
allegation=incident["allegation"],
officer_identifier=incident["officerIdentifier"],
department_id=department.id,
resident_race=incident["residentRace"],
resident_sex=incident["residentSex"],
resident_age=incident["residentAge"]
).first()
if not found_incident:
# check for multiple complainants
# :TODO: validate this practice!
multiple_complaintant_check = cls.query.filter_by(
opaque_id=incident["opaqueId"],
allegation_type=incident["allegationType"],
allegation=incident["allegation"],
officer_identifier=incident["officerIdentifier"],
department_id=department.id
).first()
if multiple_complaintant_check:
return None
found_incident = cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"]
)
row_added = True
found_incident.department_id = department.id
found_incident.opaque_id = incident["opaqueId"]
found_incident.service_type = incident["serviceType"]
found_incident.source = incident["source"]
found_incident.occured_date = parse_date(incident["occuredDate"])
found_incident.division = incident["division"]
found_incident.precinct = incident["precinct"]
found_incident.shift = incident["shift"]
found_incident.beat = incident["beat"]
found_incident.allegation_type = incident["allegationType"]
found_incident.allegation = incident["allegation"]
found_incident.disposition = incident["disposition"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.census_tract = None
found_incident.save()
return row_added
def officer_involved_shooting():
username = request.authorization.username
extractor = Extractor.query.filter_by(username=username).first()
j = request.json
added_rows = 0
updated_rows = 0
for incident in j['data']:
resident_weapon_used = Cleaners.resident_weapon_used(incident["residentWeaponUsed"])
resident_sex = Cleaners.sex(incident["residentSex"])
resident_race = Cleaners.race(incident["residentRace"])
officer_sex = Cleaners.sex(incident["officerSex"])
officer_race = Cleaners.race(incident["officerRace"])
precinct = Cleaners.capitalize(incident["precinct"])
division = Cleaners.capitalize(incident["division"])
shift = Cleaners.capitalize(incident["shift"])
beat = Cleaners.capitalize(incident["beat"])
found_incident = OfficerInvolvedShooting.query.filter_by(
opaque_id=incident["opaqueId"],
department_id=extractor.department_id,
officer_identifier =incident["officerIdentifier"]
).first()
occured_date = parse_date(incident["occuredDate"])
if not found_incident:
found_incident = OfficerInvolvedShooting.create(
department_id = extractor.department_id,
opaque_id = incident["opaqueId"],
service_type =incident["serviceType"],
occured_date = occured_date,
division = division,
precinct =precinct,
shift = shift,
beat =beat,
disposition =incident["disposition"],
resident_sex =resident_sex,
resident_race =resident_race,
resident_age = incident["residentAge"],
resident_weapon_used = resident_weapon_used,
resident_condition =incident["residentCondition"],
officer_identifier =incident["officerIdentifier"],
officer_weapon_used =incident["officerWeaponUsed"],
officer_race =officer_race,
officer_sex =officer_sex,
officer_age = incident["officerAge"],
officer_years_of_service =parse_int(incident["officerYearsOfService"]),
officer_condition =incident["officerCondition"],
census_tract = None
)
added_rows += 1
continue
found_incident.department_id = extractor.department_id,
found_incident.opaque_id = incident["opaqueId"],
found_incident.service_type =incident["serviceType"],
found_incident.occured_date = occured_date,
found_incident.division = division,
found_incident.precinct =precinct,
found_incident.shift = shift,
found_incident.beat =beat,
found_incident.disposition =incident["disposition"],
found_incident.resident_sex =resident_sex,
found_incident.resident_race =resident_race,
found_incident.resident_age = incident["residentAge"],
found_incident.resident_weapon_used =resident_weapon_used,
found_incident.resident_condition =incident["residentCondition"],
found_incident.officer_identifier =incident["officerIdentifier"],
found_incident.officer_weapon_used =incident["officerWeaponUsed"],
found_incident.officer_race =officer_race,
found_incident.officer_sex =officer_sex,
found_incident.officer_age = incident["officerAge"],
found_incident.officer_years_of_service =parse_int(incident["officerYearsOfService"]),
found_incident.officer_condition =incident["officerCondition"],
found_incident.census_tract = None
found_incident.save()
updated_rows += 1
extractor.next_month = None
extractor.next_year = None
extractor.save()
return json.dumps({"added": added_rows, "updated": updated_rows})
def use_of_force():
username = request.authorization.username
extractor = Extractor.query.filter_by(username=username).first()
department_id = extractor.first_department().id
j = request.json
added_rows = 0
updated_rows = 0
cleaner = Cleaners()
for incident in j['data']:
# capitalize the location
incident["division"] = cleaner.capitalize(incident["division"])
incident["precinct"] = cleaner.capitalize(incident["precinct"])
incident["shift"] = cleaner.capitalize(incident["shift"])
incident["beat"] = cleaner.capitalize(incident["beat"])
# clean force type, race, gender
incident["officerForceType"] = cleaner.officer_force_type(incident["officerForceType"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
found_incident = UseOfForceIncident.query.filter_by(
opaque_id=incident["opaqueId"],
department_id=department_id,
officer_identifier=incident["officerIdentifier"],
officer_force_type=incident["officerForceType"]
).first()
occured_date = parse_date(incident["occuredDate"])
if not found_incident:
found_incident = UseOfForceIncident.create(
department_id=department_id,
opaque_id=incident["opaqueId"],
occured_date=occured_date,
division=incident["division"],
precinct=incident["precinct"],
shift=incident["shift"],
beat=incident["beat"],
disposition=incident["disposition"],
census_tract=None,
officer_force_type=incident["officerForceType"],
use_of_force_reason=incident["useOfForceReason"],
service_type=incident["serviceType"],
arrest_made=incident["arrestMade"],
arrest_charges=incident["arrestCharges"],
resident_weapon_used=incident["residentWeaponUsed"],
resident_injured=incident["residentInjured"],
resident_hospitalized=incident["residentHospitalized"],
officer_injured=incident["officerInjured"],
officer_hospitalized=incident["officerHospitalized"],
resident_race=incident["residentRace"],
resident_sex=incident["residentSex"],
resident_age=incident["residentAge"],
resident_condition=incident["residentCondition"],
officer_identifier=incident["officerIdentifier"],
officer_race=incident["officerRace"],
officer_sex=incident["officerSex"],
officer_age=incident["officerAge"],
officer_years_of_service=incident["officerYearsOfService"],
officer_condition=incident["officerCondition"]
)
added_rows += 1
continue
found_incident.department_id = department_id
found_incident.opaque_id = incident["opaqueId"]
found_incident.occured_date = occured_date
found_incident.division = incident["division"]
found_incident.precinct = incident["precinct"]
found_incident.shift = incident["shift"]
found_incident.beat = incident["beat"]
found_incident.disposition = incident["disposition"]
found_incident.census_tract = None
found_incident.officer_force_type = incident["officerForceType"]
found_incident.use_of_force_reason = incident["useOfForceReason"]
found_incident.service_type = incident["serviceType"]
found_incident.arrest_made = incident["arrestMade"]
found_incident.arrest_charges = incident["arrestCharges"]
found_incident.resident_weapon_used = incident["residentWeaponUsed"]
found_incident.resident_injured = incident["residentInjured"]
found_incident.resident_hospitalized = incident["residentHospitalized"]
found_incident.officer_injured = incident["officerInjured"]
found_incident.officer_hospitalized = incident["officerHospitalized"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.resident_condition = incident["residentCondition"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.officer_condition = incident["officerCondition"]
found_incident.save()
updated_rows += 1
extractor.next_month = None
extractor.next_year = None
extractor.save()
return json.dumps({"added": added_rows, "updated": updated_rows})
def add_or_update_incident(cls, department, incident):
''' Add a new UOF incident or update an existing one
'''
row_added = False
# get a cleaner instance
cleaner = Cleaners()
# capitalize the location
incident["division"] = cleaner.capitalize(incident["division"])
incident["precinct"] = cleaner.capitalize(incident["precinct"])
incident["shift"] = cleaner.capitalize(incident["shift"])
incident["beat"] = cleaner.capitalize(incident["beat"])
# clean force type, race, gender
incident["officerForceType"] = cleaner.officer_force_type(incident["officerForceType"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
found_incident = cls.query.filter_by(
opaque_id=incident["opaqueId"],
department_id=department.id,
officer_identifier=incident["officerIdentifier"],
officer_force_type=incident["officerForceType"]
).first()
if not found_incident:
found_incident = cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"])
row_added = True
found_incident.department_id = department.id
found_incident.opaque_id = incident["opaqueId"]
found_incident.occured_date = parse_date(incident["occuredDate"])
found_incident.division = incident["division"]
found_incident.precinct = incident["precinct"]
found_incident.shift = incident["shift"]
found_incident.beat = incident["beat"]
found_incident.disposition = incident["disposition"]
found_incident.census_tract = None
found_incident.officer_force_type = incident["officerForceType"]
found_incident.use_of_force_reason = incident["useOfForceReason"]
found_incident.service_type = incident["serviceType"]
found_incident.arrest_made = incident["arrestMade"]
found_incident.arrest_charges = incident["arrestCharges"]
found_incident.resident_weapon_used = incident["residentWeaponUsed"]
found_incident.resident_injured = incident["residentInjured"]
found_incident.resident_hospitalized = incident["residentHospitalized"]
found_incident.officer_injured = incident["officerInjured"]
found_incident.officer_hospitalized = incident["officerHospitalized"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.resident_condition = incident["residentCondition"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.officer_condition = incident["officerCondition"]
found_incident.save()
return row_added
def add_or_update_incident(cls, department, incident):
''' Add a new Citizen Complaints incident or update an existing one
'''
row_added = False
# get a cleaner instance
cleaner = Cleaners()
# make sure values that might've been sent as integers are strings
incident["residentAge"] = cleaner.number_to_string(incident["residentAge"])
incident["officerAge"] = cleaner.number_to_string(incident["officerAge"])
incident["officerYearsOfService"] = cleaner.number_to_string(incident["officerYearsOfService"])
# capitalize all the fields in the incident
incident = cleaner.capitalize_incident(incident)
# clean sex & race
incident["residentSex"] = cleaner.sex(incident["residentSex"])
incident["residentRace"] = cleaner.race(incident["residentRace"])
incident["officerSex"] = cleaner.sex(incident["officerSex"])
incident["officerRace"] = cleaner.race(incident["officerRace"])
found_incident = False
# found_incident = cls.query.filter_by(
# opaque_id=incident["opaqueId"],
# allegation=incident["allegation"],
# officer_identifier=incident["officerIdentifier"],
# department_id=department.id,
# resident_race=incident["residentRace"],
# resident_sex=incident["residentSex"],
# resident_age=incident["residentAge"]
# ).first()
if not found_incident:
# check for multiple complainants
# :TODO: validate this practice!
# multiple_complaintant_check = cls.query.filter_by(
# opaque_id=incident["opaqueId"],
# allegation=incident["allegation"],
# officer_identifier=incident["officerIdentifier"],
# department_id=department.id
# ).first()
# if multiple_complaintant_check:
# return None
found_incident = cls.create(
department_id=department.id,
opaque_id=incident["opaqueId"]
)
row_added = True
found_incident.department_id = department.id
found_incident.opaque_id = incident["opaqueId"]
found_incident.occured_date = parse_date(incident["occuredDate"])
found_incident.bureau = incident["bureau"]
found_incident.division = incident["division"]
found_incident.assignment = incident["assignment"]
found_incident.service_type = incident["serviceType"]
found_incident.source = incident["source"]
found_incident.allegation = incident["allegation"]
found_incident.disposition = incident["disposition"]
found_incident.resident_identifier = incident["residentIdentifier"]
found_incident.resident_race = incident["residentRace"]
found_incident.resident_sex = incident["residentSex"]
found_incident.resident_age = incident["residentAge"]
found_incident.officer_identifier = incident["officerIdentifier"]
found_incident.officer_race = incident["officerRace"]
found_incident.officer_sex = incident["officerSex"]
found_incident.officer_age = incident["officerAge"]
found_incident.officer_years_of_service = incident["officerYearsOfService"]
found_incident.save()
return row_added