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manage.py
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manage.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
import os
from flask_script import Manager, Shell, Server, prompt_pass
from flask_migrate import MigrateCommand, upgrade
from comport.content.defaults import ChartBlockDefaults
from comport.app import create_app
from comport.user.models import User, Role
from comport.department.models import Department, Extractor
from comport.settings import DevConfig, ProdConfig, Config
from comport.database import db
from comport.utils import parse_csv_date
from comport.data.models import UseOfForceIncident, CitizenComplaint, DenominatorValue, DemographicValue, OfficerInvolvedShooting
import glob
import csv
import hashlib
from testclient.JSON_test_client import JSONTestClient
if os.environ.get("COMPORT_ENV") == 'prod':
app = create_app(ProdConfig)
else:
app = create_app(DevConfig)
HERE = os.path.abspath(os.path.dirname(__file__))
TEST_PATH = os.path.join(HERE, 'tests')
manager = Manager(app)
def _make_context():
"""Return context dict for a shell session so you can access
app, db, and the User model by default.
"""
return {'app': app, 'db': db, 'User': User, 'Department': Department, 'Extractor': Extractor, 'UseOfForceIncident': UseOfForceIncident, "CitizenComplaint": CitizenComplaint, "OfficerInvolvedShooting": OfficerInvolvedShooting}
@manager.command
def test():
"""Run the tests."""
import pytest
exit_code = pytest.main([TEST_PATH, '-x', '--verbose'])
return exit_code
@manager.command
def make_admin_user():
password = prompt_pass("Password")
user = User.create(username="admin", email="email@example.com", password=password, active=True)
admin_role = Role(name='admin')
admin_role.save()
user.roles.append(admin_role)
user.save()
@manager.command
def load_test_data():
department = Department.query.filter_by(name="Indianapolis Metropolitan Police Department", short_name="IMPD").first()
if not department:
department = Department.create(name="Indianapolis Metropolitan Police Department", short_name="IMPD")
if not User.query.filter_by(username="user").first():
User.create(username="user", email="email2@example.com", password="password", active=True, department_id=department.id)
for filename in glob.glob('data/testdata/complaints/complaints.csv'):
with open(filename, 'rt') as f:
reader = csv.DictReader(f)
for complaint in reader:
officer_identifier = hashlib.md5((complaint.get("OFFNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
opaque_id = hashlib.md5((complaint.get("INCNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
CitizenComplaint.create(
opaque_id=opaque_id,
department_id=department.id,
occured_date=parse_csv_date(complaint.get("OCCURRED_DT", None)),
division=complaint.get("UDTEXT24A", None),
precinct=complaint.get("UDTEXT24B", None),
shift=complaint.get("UDTEXT24C", None),
beat=complaint.get("UDTEXT24D", None),
disposition=complaint.get("FINDING", None),
allegation_type=complaint.get("ALG_CLASS", None),
allegation=complaint.get("ALLEGATION", None),
census_tract=None,
resident_race=complaint.get("RACE", None),
officer_race=complaint.get("OFF_RACE", None),
resident_sex=complaint.get("SEX", None),
officer_sex=complaint.get("OFF_SEX", None),
officer_identifier=officer_identifier,
officer_years_of_service=complaint.get("OFF_YR_EMPLOY", None),
officer_age=complaint.get("OFF_AGE", None),
resident_age=complaint.get("CIT_AGE", None)
)
for filename in glob.glob('data/testdata/uof/uof.csv'):
with open(filename, 'rt') as f:
reader = csv.DictReader(f)
for incident in reader:
officer_identifier = hashlib.md5((incident.get("OFFNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
opaque_id = hashlib.md5((incident.get("INCNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
UseOfForceIncident.create(
department_id=department.id,
opaque_id=opaque_id,
occured_date=parse_csv_date(incident.get("OCCURRED_DT", None)),
division=incident.get("UDTEXT24A", None),
precinct=incident.get("UDTEXT24B", None),
shift=incident.get("UDTEXT24C", None),
beat=incident.get("UDTEXT24D", None),
disposition=incident.get("DISPOSITION", None),
census_tract=None,
officer_force_type=incident.get("UOF_FORCE_TYPE", None),
resident_resist_type=None,
officer_weapon_used=None,
resident_weapon_used=None,
service_type=incident.get("SERVICE_TYPE", None),
arrest_made=incident.get("CIT_ARRESTED", None),
arrest_charges=incident.get("CITCHARGE_TYPE", None),
resident_injured=incident.get("CIT_INJURED", None),
resident_hospitalized=incident.get("CIT_HOSPITAL", None),
officer_injured=incident.get("OFF_INJURED", None),
officer_hospitalized=incident.get("OFF_HOSPITAL", None),
use_of_force_reason=incident.get("UOF_REASON", None),
resident_race=incident.get("RACE", None),
officer_race=incident.get("OFF_RACE", None),
resident_sex=incident.get("SEX", None),
officer_sex=incident.get("OFF_SEX", None),
officer_identifier=officer_identifier,
officer_years_of_service=incident.get("OFF_YR_EMPLOY", None),
officer_age=incident.get("OFF_AGE", None),
resident_age=incident.get("CIT_AGE", None),
officer_condition=incident.get("OFF_COND_TYPE", None),
resident_condition=incident.get("CIT_COND_TYPE", None)
)
for filename in glob.glob('data/testdata/ois/ois.csv'):
with open(filename, 'rt') as f:
reader = csv.DictReader(f)
for incident in reader:
officer_identifier = hashlib.md5((incident.get("OFFNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
opaque_id = hashlib.md5((incident.get("INCNUM", None) + Config.SECRET_KEY).encode('UTF-8')).hexdigest()
OfficerInvolvedShooting.create(
department_id=department.id,
opaque_id=opaque_id,
occured_date=parse_csv_date(incident.get("OCCURRED_DT", None)),
division=incident.get("UDTEXT24A", None),
precinct=incident.get("UDTEXT24B", None),
shift=incident.get("UDTEXT24C", None),
beat=incident.get("UDTEXT24D", None),
disposition=incident.get("DISPOSITION", None),
census_tract=None,
officer_weapon_used=incident.get("WEAPON_TYPE", None),
resident_weapon_used=incident.get("CIT_WEAPON_TYPE", None),
service_type=incident.get("SERVICE_TYPE", None),
resident_race=incident.get("RACE", None),
officer_race=incident.get("OFF_RACE", None),
resident_sex=incident.get("SEX", None),
officer_sex=incident.get("OFF_SEX", None),
officer_identifier=officer_identifier,
officer_years_of_service=incident.get("OFF_YR_EMPLOY", None),
officer_age=incident.get("OFF_AGE", None),
resident_age=incident.get("CIT_AGE", None),
officer_condition=incident.get("OFF_COND_TYPE", None),
resident_condition=incident.get("CIT_COND_TYPE", None)
)
for filename in glob.glob('data/testdata/denominators/denominators.csv'):
with open(filename, 'rt') as f:
reader = csv.DictReader(f)
for month in reader:
DenominatorValue.create(
department_id=department.id,
month=month.get("month", None),
year=month.get("year", None),
officers_out_on_service=month.get("officers out on service", None)
)
for filename in glob.glob('data/testdata/demographics/demographics.csv'):
with open(filename, 'rt') as f:
reader = csv.DictReader(f)
for value in reader:
DemographicValue.create(
department_id=department.id,
race=value.get("race", None),
count=value.get("count", None),
department_value=value.get("cityOrDepartment", None) == "department"
)
@manager.command
def delete_everything():
db.reflect()
db.drop_all()
upgrade()
@manager.command
def add_new_blocks():
for department in Department.query.all():
for block in ChartBlockDefaults.defaults:
if block.slug not in [x.slug for x in department.chart_blocks]:
print("adding %s to %s", [block.slug, department.name])
department.chart_blocks.append(block)
department.save()
db.session.commit()
@manager.command
def test_client():
delete_everything()
department = Department.create(name="Busy Town Police Department", short_name="BTPD", load_defaults=True)
user = User.create(username="user", email="email2@example.com", password="password", active=True, is_admin=True)
user.departments.append(department)
user.save()
test_client = JSONTestClient()
# missing_data_mutator = MissingDataMutator()
# fuzzed_data_mutator = FuzzedDataMutator()
# known_bad_data_mutator = KnownBadDataMutator()
# empty_data_mutator = EmptyDataMutator()
# casing_mutator = CasingMutator()
# condenisng_date_mutator = CondenisngDateMutator()
# gap_date_mutator = GapDateMutator()
test_client.run(department, [])
manager.add_command('server', Server())
manager.add_command('shell', Shell(make_context=_make_context))
manager.add_command('db', MigrateCommand)
if __name__ == '__main__':
manager.run()