Exemple #1
0
    def setUp(self):
        self.registrations_per_center = 4
        self.oil_center_period_1_voters = 1
        self.oil_center_period_2_voters = 2
        self.offices = [OfficeFactory(region=Office.REGION_EAST),
                        OfficeFactory(region=Office.REGION_WEST)]
        # Note: An oil center doesn't normally allow registrations, but it does so for
        # this testcase.
        self.oil_center = RegistrationCenterFactory(office=self.offices[0],
                                                    center_type=RegistrationCenter.Types.OIL)

        # !reg_open won't affect election day counts but it will affect whether
        # or not any registrations are found
        self.inactive_for_reg_center = RegistrationCenterFactory(office=self.offices[1],
                                                                 reg_open=False)

        self.centers = [self.oil_center,
                        RegistrationCenterFactory(office=self.offices[0]),
                        RegistrationCenterFactory(office=self.offices[0]),
                        RegistrationCenterFactory(office=self.offices[1]),
                        self.inactive_for_reg_center,
                        ]

        copy_center = RegistrationCenterFactory(office=self.offices[1], copy_of=self.centers[3])
        self.centers.append(copy_center)

        self.election_decoy_before = ElectionFactory(
            name_english='decoy before',
            name_arabic='decoy before (ar)',
            polling_start_time=now() - timedelta(days=10),
            polling_end_time=now() - timedelta(days=9),
        )
        self.election = ElectionFactory(
            name_english='%s election' % type(self).__name__,
            name_arabic='not Arabic',
            polling_start_time=now() - timedelta(hours=2),
            polling_end_time=now() + timedelta(hours=2),
        )
        self.election_decoy_after = ElectionFactory(
            name_english='decoy after',
            name_arabic='decoy after (ar)',
            polling_start_time=now() + timedelta(days=9),
            polling_end_time=now() + timedelta(days=10),
        )

        self.center_opens = []
        for center in self.centers:
            if center != self.centers[1]:
                self.center_opens.append(CenterOpenFactory(election=self.election,
                                                           registration_center=center))

        # CenterOpen may refer to a deleted center. Make sure that we don't find those
        self.deleted_center = RegistrationCenterFactory(office=self.offices[0], deleted=True)
        self.center_open_referring_to_deleted_center = CenterOpenFactory(
            election=self.election,
            registration_center=self.deleted_center)

        # Performance enhancement: this dummy person and SMS allow me to avoid creation of two
        # spurious objects for each registration I create.
        self.citizen = CitizenFactory()
        self.sms = SMSFactory(citizen=self.citizen)

        # Create registrations, but be careful not to create any at the copy center
        # or at the center which doesn't support registrations.
        self.registrations = []
        for center in self.centers:
            if center.reg_open and not center.copy_of:
                self.registrations += \
                    RegistrationFactory.create_batch(self.registrations_per_center,
                                                     citizen=self.citizen,
                                                     sms=self.sms,
                                                     registration_center=center)

        # These reports include quirks such as multiple reports for a center (very common in real
        # life), a missing final period report, and multiple reports for the same center & period.
        self.reports = [
            PollingReportFactory(election=self.election,
                                 registration_center=self.oil_center,
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=self.oil_center_period_1_voters),
            PollingReportFactory(election=self.election,
                                 registration_center=self.oil_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=self.oil_center_period_2_voters),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=1),
            # The next two reports are for the same center & period with different num_voters
            # to exercise the code that sorts by modification_date.
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=4),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=6),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[3],
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=1),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[3],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=4),
            # This report for a deleted center should be ignored
            PollingReportFactory(election=self.election,
                                 registration_center=self.deleted_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=50),
            PollingReportFactory(election=self.election,
                                 registration_center=self.inactive_for_reg_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=50),
            # This report for a copy center should count towards the original/parent center
            PollingReportFactory(election=self.election,
                                 registration_center=copy_center,
                                 period_number=LAST_PERIOD_NUMBER,
                                 num_voters=1), ]

        self.result = generate_election_day_hq_reports(self.election)
        # Create an alternate result which reflects that the "oil center" is
        # marked inactive for this election.
        self.inactive_on_election = CenterClosedForElection(
            registration_center=self.oil_center, election=self.election
        )
        self.inactive_on_election.full_clean()
        self.inactive_on_election.save()
        self.result_with_inactive = generate_election_day_hq_reports(self.election)
Exemple #2
0
class TestElectionDayHQReport(TestCase):
    """Exercise generate_election_day_hq_reports()"""
    def setUp(self):
        self.registrations_per_center = 4
        self.oil_center_period_1_voters = 1
        self.oil_center_period_2_voters = 2
        self.offices = [OfficeFactory(region=Office.REGION_EAST),
                        OfficeFactory(region=Office.REGION_WEST)]
        # Note: An oil center doesn't normally allow registrations, but it does so for
        # this testcase.
        self.oil_center = RegistrationCenterFactory(office=self.offices[0],
                                                    center_type=RegistrationCenter.Types.OIL)

        # !reg_open won't affect election day counts but it will affect whether
        # or not any registrations are found
        self.inactive_for_reg_center = RegistrationCenterFactory(office=self.offices[1],
                                                                 reg_open=False)

        self.centers = [self.oil_center,
                        RegistrationCenterFactory(office=self.offices[0]),
                        RegistrationCenterFactory(office=self.offices[0]),
                        RegistrationCenterFactory(office=self.offices[1]),
                        self.inactive_for_reg_center,
                        ]

        copy_center = RegistrationCenterFactory(office=self.offices[1], copy_of=self.centers[3])
        self.centers.append(copy_center)

        self.election_decoy_before = ElectionFactory(
            name_english='decoy before',
            name_arabic='decoy before (ar)',
            polling_start_time=now() - timedelta(days=10),
            polling_end_time=now() - timedelta(days=9),
        )
        self.election = ElectionFactory(
            name_english='%s election' % type(self).__name__,
            name_arabic='not Arabic',
            polling_start_time=now() - timedelta(hours=2),
            polling_end_time=now() + timedelta(hours=2),
        )
        self.election_decoy_after = ElectionFactory(
            name_english='decoy after',
            name_arabic='decoy after (ar)',
            polling_start_time=now() + timedelta(days=9),
            polling_end_time=now() + timedelta(days=10),
        )

        self.center_opens = []
        for center in self.centers:
            if center != self.centers[1]:
                self.center_opens.append(CenterOpenFactory(election=self.election,
                                                           registration_center=center))

        # CenterOpen may refer to a deleted center. Make sure that we don't find those
        self.deleted_center = RegistrationCenterFactory(office=self.offices[0], deleted=True)
        self.center_open_referring_to_deleted_center = CenterOpenFactory(
            election=self.election,
            registration_center=self.deleted_center)

        # Performance enhancement: this dummy person and SMS allow me to avoid creation of two
        # spurious objects for each registration I create.
        self.citizen = CitizenFactory()
        self.sms = SMSFactory(citizen=self.citizen)

        # Create registrations, but be careful not to create any at the copy center
        # or at the center which doesn't support registrations.
        self.registrations = []
        for center in self.centers:
            if center.reg_open and not center.copy_of:
                self.registrations += \
                    RegistrationFactory.create_batch(self.registrations_per_center,
                                                     citizen=self.citizen,
                                                     sms=self.sms,
                                                     registration_center=center)

        # These reports include quirks such as multiple reports for a center (very common in real
        # life), a missing final period report, and multiple reports for the same center & period.
        self.reports = [
            PollingReportFactory(election=self.election,
                                 registration_center=self.oil_center,
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=self.oil_center_period_1_voters),
            PollingReportFactory(election=self.election,
                                 registration_center=self.oil_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=self.oil_center_period_2_voters),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=1),
            # The next two reports are for the same center & period with different num_voters
            # to exercise the code that sorts by modification_date.
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=4),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[2],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=6),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[3],
                                 period_number=FIRST_PERIOD_NUMBER,
                                 num_voters=1),
            PollingReportFactory(election=self.election,
                                 registration_center=self.centers[3],
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=4),
            # This report for a deleted center should be ignored
            PollingReportFactory(election=self.election,
                                 registration_center=self.deleted_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=50),
            PollingReportFactory(election=self.election,
                                 registration_center=self.inactive_for_reg_center,
                                 period_number=FIRST_PERIOD_NUMBER + 1,
                                 num_voters=50),
            # This report for a copy center should count towards the original/parent center
            PollingReportFactory(election=self.election,
                                 registration_center=copy_center,
                                 period_number=LAST_PERIOD_NUMBER,
                                 num_voters=1), ]

        self.result = generate_election_day_hq_reports(self.election)
        # Create an alternate result which reflects that the "oil center" is
        # marked inactive for this election.
        self.inactive_on_election = CenterClosedForElection(
            registration_center=self.oil_center, election=self.election
        )
        self.inactive_on_election.full_clean()
        self.inactive_on_election.save()
        self.result_with_inactive = generate_election_day_hq_reports(self.election)

    def test_top_level_keys_and_totals(self):
        """Test that generate_election_day_hq_reports() returns a dict with the right keys.

        Also test national totals.
        """
        report_types = sorted(('by_office', 'by_region', 'by_center_type', 'national', ))
        self.assertEqual(sorted(self.result.keys()), report_types)

        self.assertEqual(self.result['national']['r']['open'], 12)
        self.assertEqual(self.result['national']['r']['active'], 16)
        self.assertEqual(self.result['national']['v'], 63)

    def test_report_by_office(self):
        """Exercise generate_election_day_hq_reports() by office"""
        result = self.result['by_office']
        expected_offices = [str(office.id) for office in sorted(self.offices)]
        self.assertEqual(sorted(result.keys()), expected_offices)

        self.assertEqual(result[str(self.offices[0].id)]['r']['open'], 8)
        self.assertEqual(result[str(self.offices[0].id)]['r']['active'], 12)
        self.assertEqual(result[str(self.offices[0].id)]['v'], 8)
        self.assertEqual(result[str(self.offices[1].id)]['r']['open'], 4)
        self.assertEqual(result[str(self.offices[1].id)]['r']['active'], 4)
        self.assertEqual(result[str(self.offices[1].id)]['v'], 55)

    def test_report_by_region(self):
        """Exercise generate_election_day_hq_reports() by region"""
        result = self.result['by_region']
        expected_regions = [str(region) for region in sorted(Office.ALL_REGIONS)]
        self.assertEqual(sorted(result.keys()), expected_regions)

        for region in Office.ALL_REGIONS:
            region = str(region)
            if int(region) == Office.REGION_EAST:
                self.assertEqual(result[region]['r']['open'], 8)
                self.assertEqual(result[region]['r']['active'], 12)
                self.assertEqual(result[region]['v'], 8)
            elif int(region) == Office.REGION_WEST:
                self.assertEqual(result[region]['r']['open'], 4)
                self.assertEqual(result[region]['r']['active'], 4)
                self.assertEqual(result[region]['v'], 55)
            else:
                self.assertEqual(result[region]['r']['open'], 0)
                self.assertEqual(result[region]['r']['active'], 0)
                self.assertEqual(result[region]['v'], 0)

    def test_report_by_center_type(self):
        """Exercise generate_election_day_hq_reports() by center type"""
        result = self.result['by_center_type']

        expected_types = sorted([center_type for center_type in RegistrationCenter.Types.ALL if
                                 center_type != RegistrationCenter.Types.COPY])
        expected_types = [str(center_type) for center_type in expected_types]
        self.assertEqual(sorted(result.keys()), expected_types)

        for center_type in result:
            center_type = str(center_type)
            if int(center_type) == RegistrationCenter.Types.GENERAL:
                self.assertEqual(result[center_type]['r']['open'], 8)
                self.assertEqual(result[center_type]['r']['active'], 12)
                self.assertEqual(result[center_type]['v'], 61)
            elif int(center_type) == RegistrationCenter.Types.OIL:
                self.assertEqual(result[center_type]['r']['open'], 4)
                self.assertEqual(result[center_type]['r']['active'], 4)
                self.assertEqual(result[center_type]['v'], 2)
            else:
                self.assertEqual(result[center_type]['r']['open'], 0)
                self.assertEqual(result[center_type]['r']['active'], 0)
                self.assertEqual(result[center_type]['v'], 0)

    def test_report_with_inactive_center(self):
        """Verify report reflecting a center being inactive for this specific election"""
        # Adjust the results gathered with the oil center inactive so that they
        # "should" match the results with it active, then compare.
        by_oil_center_type = \
            self.result_with_inactive['by_center_type'][str(RegistrationCenter.Types.OIL)]
        by_office_of_oil_center = \
            self.result_with_inactive['by_office'][str(self.oil_center.office_id)]
        by_region_of_oil_center = \
            self.result_with_inactive['by_region'][str(self.oil_center.office.region)]
        national = self.result_with_inactive['national']

        for d in (by_oil_center_type, by_office_of_oil_center, by_region_of_oil_center, national):
            d['r']['open'] += self.registrations_per_center
            d['v'] += self.oil_center_period_2_voters

        self.assertDictEqual(self.result, self.result_with_inactive)
def create(center_without_office=False,
           num_copy_centers=DEFAULT_NUM_COPY_CENTERS,
           num_registrations=DEFAULT_NUM_REGISTRATIONS,
           num_registration_dates=DEFAULT_NUM_REGISTRATION_DATES,
           num_daily_reports=DEFAULT_NUM_DAILY_REPORTS,
           num_registration_centers=DEFAULT_NUM_REGISTRATION_CENTERS,
           num_subconstituencies=DEFAULT_NUM_SUBCONSTITUENCIES,
           use_existing_infra=False,
           num_inactive_centers_per_election=DEFAULT_NUM_INACTIVE_PER_ELECTION,
           num_no_reg_centers=DEFAULT_NUM_NO_REG_CENTERS,
           election_dates=()):
    assert settings.ENVIRONMENT not in ('production', 'testing')
    delete(delete_infra=not use_existing_infra)
    empty_report_store()  # Remove any old data from Redis

    # Figure out ~10% of "normal" centers...
    fraction_of_normal_centers = \
        max(1, int(0.1 * num_registration_centers)) if num_registration_centers else 0

    # If numbers of some weird center types weren't specified, use a small
    # fraction of normal centers.
    if num_copy_centers == DEFAULT_NUM_COPY_CENTERS:
        num_copy_centers = fraction_of_normal_centers
    if num_no_reg_centers == DEFAULT_NUM_NO_REG_CENTERS:
        num_no_reg_centers = fraction_of_normal_centers

    carrier = BackendFactory()

    if election_dates:
        elections = [
            ElectionFactory(polling_start_time=election_date.replace(hour=8),
                            polling_end_time=election_date.replace(hour=20))
            for election_date in election_dates
        ]
    else:
        election_date = PAST_DAY.replace(hour=8, microsecond=123456)
        election = ElectionFactory(
            polling_start_time=election_date,
            polling_end_time=election_date.replace(hour=20))
        elections = (election, )

    if not use_existing_infra:
        OfficeFactory()
        ConstituencyFactory(name_english='first')
        SubConstituencyFactory(name_english='Benghazi')

    offices = Office.objects.all()
    copy_centers = []
    no_reg_centers = []
    staff_phones = []

    if use_existing_infra:
        # Pick centers that support registrations at random.
        centers = RegistrationCenter.objects.filter(reg_open=True)\
            .exclude(center_type=RegistrationCenter.Types.COPY)\
            .order_by('?')[:num_registration_centers]
        if num_copy_centers:  # user wants some, but there might not be any
            copy_centers = RegistrationCenter.objects.\
                filter(reg_open=True, center_type=RegistrationCenter.Types.COPY)\
                .order_by('?')[:num_copy_centers]
        if num_no_reg_centers:  # user wants some, but there might not be any
            no_reg_centers = RegistrationCenter.objects.\
                filter(reg_open=False).order_by('?')[:num_no_reg_centers]
        # why like this? sliced queries and/or list
        all_kinds_of_centers = \
            list(centers) + list(copy_centers) + list(no_reg_centers)
    else:
        subconstituencies = SubConstituency.objects.exclude(
            pk=SPLIT_CENTER_SUBCONSTITUENCY_ID)
        subconstituencies = subconstituencies[:num_subconstituencies]

        centers = []
        for i in range(num_registration_centers):
            constituency = Constituency.objects.filter(name_english='first')[0]
            subconstituency = random.choice(subconstituencies)

            rc = RegistrationCenter(name='polling-center-%d' % i,
                                    center_id=CENTER_ID_MIN_INT_VALUE + i,
                                    constituency=constituency,
                                    subconstituency=subconstituency,
                                    office=random.choice(offices))
            rc.full_clean()
            rc.save()
            centers.append(rc)

        for i in range(num_copy_centers):
            original = random.choice(centers)
            # XXX This doesn't handle accidentally making too many copies of the same
            #     center, so make sure --num-centers is "big enough" w.r.t. --num-copy-centers.
            new_center_id = CENTER_ID_MIN_INT_VALUE + num_registration_centers + i
            copy = RegistrationCenter(
                name='Copy of %s' % original.name,
                center_id=new_center_id,
                constituency=original.constituency,
                subconstituency=original.subconstituency,
                office=original.office,
                center_type=RegistrationCenter.Types.COPY,
                copy_of=original)
            copy.full_clean()
            copy.save()
            copy_centers.append(copy)

        for i in range(num_no_reg_centers):
            constituency = Constituency.objects.filter(name_english='first')[0]
            subconstituency = random.choice(subconstituencies)
            center_id = CENTER_ID_MIN_INT_VALUE + num_registration_centers + num_copy_centers + i
            rc = RegistrationCenter(name='no-reg-polling-center-%d' % i,
                                    center_id=center_id,
                                    constituency=constituency,
                                    subconstituency=subconstituency,
                                    office=random.choice(offices),
                                    reg_open=False)
            rc.full_clean()
            rc.save()

        all_kinds_of_centers = centers + copy_centers + no_reg_centers

    if center_without_office:
        try:
            # by not specifying office and other infra, it will be "standalone"
            rc = RegistrationCenter(name='dummy-registration-center',
                                    center_id=UNUSED_CENTER_ID)
            rc.full_clean()
            rc.save()
        except ValidationError:
            pass  # assume that it already exists

    for election in elections:
        num_daily_reports_on_election_day = int(round(0.9 * num_daily_reports))
        centers_reported = set()
        for i in range(num_daily_reports_on_election_day):
            staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
            from_center = random.choice(all_kinds_of_centers)
            ensure_staff_phone_exists(
                staff_phone_number, from_center, staff_phones,
                election.work_start_time + datetime.timedelta(minutes=5))

            # split votes between two options
            number_of_votes = (random.randint(1, 100), random.randint(1, 100))
            random_period_number = random.randint(FIRST_PERIOD_NUMBER,
                                                  LAST_PERIOD_NUMBER)
            pr = PollingReport(election=election,
                               phone_number=staff_phone_number,
                               registration_center=from_center,
                               period_number=random_period_number,
                               num_voters=sum(number_of_votes),
                               creation_date=election.polling_start_time)
            pr.full_clean()
            pr.save()
            s = SMS(from_number=staff_phone_number,
                    to_number=POLLING_REPORT_PHONE_NUMBER,
                    direction=INCOMING,
                    message='my message',
                    msg_type=SMS.POLLING_REPORT,
                    message_code=MESSAGE_1,
                    carrier=carrier,
                    creation_date=election.polling_start_time)
            s.full_clean()
            s.save()

            if from_center in centers_reported:
                continue  # can't send but one PreliminaryVoteCount from a center

            # send a corresponding vote count
            for option, votes_for_option in enumerate(number_of_votes,
                                                      start=1):
                pvc = PreliminaryVoteCount(
                    election=election,
                    phone_number=staff_phone_number,
                    registration_center=from_center,
                    option=option,
                    num_votes=votes_for_option,
                    creation_date=election.polling_start_time)
                pvc.full_clean()
                pvc.save()
                s = SMS(
                    from_number=staff_phone_number,
                    to_number=PRELIMINARY_VOTE_COUNT_PHONE_NUMBER,
                    # XXX no specific message type for PreliminaryVoteCount
                    direction=INCOMING,
                    message='my message',
                    msg_type=SMS.POLLING_REPORT,
                    message_code=MESSAGE_1,
                    carrier=carrier,
                    creation_date=election.polling_start_time)
                s.full_clean()
                s.save()

            centers_reported.add(from_center)

        # some daily reports on the day after
        for i in range(num_daily_reports - num_daily_reports_on_election_day):
            staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
            rc = random.choice(all_kinds_of_centers)
            ensure_staff_phone_exists(
                staff_phone_number, rc, staff_phones,
                election.work_start_time + datetime.timedelta(minutes=5))
            report_creation_date = election.polling_start_time + datetime.timedelta(
                days=1)
            pr = PollingReport(
                election=election,
                phone_number=staff_phone_number,
                registration_center=rc,
                period_number=
                LAST_PERIOD_NUMBER,  # day after counts as last period
                num_voters=random.randint(1, 50),
                creation_date=report_creation_date)
            pr.full_clean()
            pr.save()
            s = SMS(from_number=staff_phone_number,
                    to_number=POLLING_REPORT_PHONE_NUMBER,
                    direction=INCOMING,
                    message='my message',
                    msg_type=SMS.POLLING_REPORT,
                    message_code=MESSAGE_1,
                    carrier=carrier,
                    creation_date=election.polling_start_time)
            s.full_clean()
            s.save()

        # Tag some centers as inactive for the election.  We may or may not pick some that
        # sent messages as being inactive.
        num_inactive_centers_per_election = \
            min(num_inactive_centers_per_election, len(all_kinds_of_centers))
        if num_inactive_centers_per_election:
            reordered = all_kinds_of_centers
            random.shuffle(reordered)
            for i in range(num_inactive_centers_per_election):
                inactive_on_election = CenterClosedForElection(
                    registration_center=reordered[i], election=election)
                inactive_on_election.full_clean()
                inactive_on_election.save()

    tz = timezone(settings.TIME_ZONE)
    # construct a datetime that will change based on timezone discrepancies
    # 0-2am in Libya has a different date than the same time in UDT or EDT
    today_fragile = now().astimezone(tz).replace(hour=0, minute=59)

    # tz.normalize fixes up the date arithmetic when crossing DST boundaries
    creation_dates = \
        [tz.normalize((today_fragile -
                       datetime.timedelta(days=DAYS_BETWEEN_REGISTRATIONS * i)).astimezone(tz))
         for i in range(num_registration_dates)]

    citizens = []
    for i in range(num_registrations):
        # about 60% of registrations are for males, just as with actual data
        gender = MALE if random.randint(1, 100) <= 60 else FEMALE
        nat_id = '%d%011d' % (gender, i)

        creation_date = random.choice(creation_dates)
        modification_date = creation_date

        # Select voter ages from 18 years on up.
        voter_age = random.randint(18, 99)
        # If they were a certain age at any time yesterday, they are certainly that age at any time
        # today.
        yesterday = datetime.datetime.now().replace(
            tzinfo=tz) - datetime.timedelta(days=1)
        birth_date = datetime.date(yesterday.year - voter_age, yesterday.month,
                                   yesterday.day)
        civil_registry_id = random.randint(1, 99999999)
        citizen = CitizenFactory(civil_registry_id=civil_registry_id,
                                 national_id=nat_id,
                                 gender=gender,
                                 birth_date=birth_date)
        citizens.append(citizen)
        s = SMS(from_number=VOTER_PHONE_NUMBER_PATTERN % i,
                to_number=REGISTRATION_PHONE_NUMBER,
                citizen=citizen,
                direction=INCOMING,
                message='my reg message',
                msg_type=SMS.REGISTRATION,
                message_code=MESSAGE_1,
                carrier=carrier,
                creation_date=creation_date)
        s.full_clean()
        s.save()

        rc = random.choice(centers)

        confirmed = random.randint(1, 100) <= 80  # most are confirmed
        if confirmed:
            archive_time = None
        else:
            archive_time = random.choice(creation_dates)
        r = Registration(citizen=citizen,
                         registration_center=rc,
                         sms=s,
                         archive_time=archive_time,
                         creation_date=creation_date,
                         modification_date=modification_date)
        r.full_clean()
        r.save()

    if num_registrations:  # if any data being generated
        # generate a variety of sms messages
        for i in range(NUM_RANDOM_SMS_MESSAGES):
            sms_type = random.choice(SMS.MESSAGE_TYPES)[0]
            staff_phone = random.choice(staff_phones)
            s = SMS(from_number=staff_phone.phone_number,
                    to_number=RANDOM_MESSAGE_PHONE_NUMBER,
                    citizen=random.choice(citizens),
                    direction=INCOMING,
                    message='my long random message',
                    msg_type=sms_type,
                    message_code=MESSAGE_1,
                    carrier=carrier,
                    creation_date=random.choice(creation_dates))
            s.full_clean()
            s.save()

        for election in elections:
            for rc in centers:
                i = random.randint(8888, 9999)
                staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
                ensure_staff_phone_exists(
                    staff_phone_number, rc, staff_phones,
                    election.work_start_time + datetime.timedelta(minutes=5))
                center_open = CenterOpen(
                    election=election,
                    phone_number=staff_phone_number,
                    registration_center=rc,
                    creation_date=election.polling_start_time.replace(
                        hour=random.randint(0, 10), minute=23))
                center_open.full_clean()
                center_open.save()
                s = SMS(from_number=staff_phone_number,
                        to_number=ACTIVATE_PHONE_NUMBER,
                        direction=INCOMING,
                        message='my message',
                        msg_type=SMS.ACTIVATE,
                        message_code=MESSAGE_1,
                        carrier=carrier,
                        creation_date=election.polling_start_time)
                s.full_clean()
                s.save()
def create(center_without_office=False,
           num_copy_centers=DEFAULT_NUM_COPY_CENTERS,
           num_registrations=DEFAULT_NUM_REGISTRATIONS,
           num_registration_dates=DEFAULT_NUM_REGISTRATION_DATES,
           num_daily_reports=DEFAULT_NUM_DAILY_REPORTS,
           num_registration_centers=DEFAULT_NUM_REGISTRATION_CENTERS,
           num_subconstituencies=DEFAULT_NUM_SUBCONSTITUENCIES,
           use_existing_infra=False,
           num_inactive_centers_per_election=DEFAULT_NUM_INACTIVE_PER_ELECTION,
           num_no_reg_centers=DEFAULT_NUM_NO_REG_CENTERS,
           election_dates=()):
    assert settings.ENVIRONMENT not in ('production', 'testing')
    delete(delete_infra=not use_existing_infra)
    empty_report_store()  # Remove any old data from Redis

    # Figure out ~10% of "normal" centers...
    fraction_of_normal_centers = \
        max(1, int(0.1 * num_registration_centers)) if num_registration_centers else 0

    # If numbers of some weird center types weren't specified, use a small
    # fraction of normal centers.
    if num_copy_centers == DEFAULT_NUM_COPY_CENTERS:
        num_copy_centers = fraction_of_normal_centers
    if num_no_reg_centers == DEFAULT_NUM_NO_REG_CENTERS:
        num_no_reg_centers = fraction_of_normal_centers

    carrier = BackendFactory()

    if election_dates:
        elections = [
            ElectionFactory(
                polling_start_time=election_date.replace(hour=8),
                polling_end_time=election_date.replace(hour=20)
            )
            for election_date in election_dates
        ]
    else:
        election_date = PAST_DAY.replace(hour=8, microsecond=123456)
        election = ElectionFactory(
            polling_start_time=election_date,
            polling_end_time=election_date.replace(hour=20)
        )
        elections = (election,)

    if not use_existing_infra:
        OfficeFactory()
        ConstituencyFactory(name_english='first')
        SubConstituencyFactory(name_english='Benghazi')

    offices = Office.objects.all()
    copy_centers = []
    no_reg_centers = []
    staff_phones = []

    if use_existing_infra:
        # Pick centers that support registrations at random.
        centers = RegistrationCenter.objects.filter(reg_open=True)\
            .exclude(center_type=RegistrationCenter.Types.COPY)\
            .order_by('?')[:num_registration_centers]
        if num_copy_centers:  # user wants some, but there might not be any
            copy_centers = RegistrationCenter.objects.\
                filter(reg_open=True, center_type=RegistrationCenter.Types.COPY)\
                .order_by('?')[:num_copy_centers]
        if num_no_reg_centers:  # user wants some, but there might not be any
            no_reg_centers = RegistrationCenter.objects.\
                filter(reg_open=False).order_by('?')[:num_no_reg_centers]
        # why like this? sliced queries and/or list
        all_kinds_of_centers = \
            list(centers) + list(copy_centers) + list(no_reg_centers)
    else:
        subconstituencies = SubConstituency.objects.exclude(pk=SPLIT_CENTER_SUBCONSTITUENCY_ID)
        subconstituencies = subconstituencies[:num_subconstituencies]

        centers = []
        for i in range(num_registration_centers):
            constituency = Constituency.objects.filter(name_english='first')[0]
            subconstituency = random.choice(subconstituencies)

            rc = RegistrationCenter(name='polling-center-%d' % i,
                                    center_id=CENTER_ID_MIN_INT_VALUE+i, constituency=constituency,
                                    subconstituency=subconstituency, office=random.choice(offices))
            rc.full_clean()
            rc.save()
            centers.append(rc)

        for i in range(num_copy_centers):
            original = random.choice(centers)
            # XXX This doesn't handle accidentally making too many copies of the same
            #     center, so make sure --num-centers is "big enough" w.r.t. --num-copy-centers.
            new_center_id = CENTER_ID_MIN_INT_VALUE + num_registration_centers + i
            copy = RegistrationCenter(name='Copy of %s' % original.name,
                                      center_id=new_center_id,
                                      constituency=original.constituency,
                                      subconstituency=original.subconstituency,
                                      office=original.office,
                                      center_type=RegistrationCenter.Types.COPY,
                                      copy_of=original)
            copy.full_clean()
            copy.save()
            copy_centers.append(copy)

        for i in range(num_no_reg_centers):
            constituency = Constituency.objects.filter(name_english='first')[0]
            subconstituency = random.choice(subconstituencies)
            center_id = CENTER_ID_MIN_INT_VALUE + num_registration_centers + num_copy_centers + i
            rc = RegistrationCenter(name='no-reg-polling-center-%d' % i,
                                    center_id=center_id,
                                    constituency=constituency,
                                    subconstituency=subconstituency,
                                    office=random.choice(offices),
                                    reg_open=False)
            rc.full_clean()
            rc.save()

        all_kinds_of_centers = centers + copy_centers + no_reg_centers

    if center_without_office:
        try:
            # by not specifying office and other infra, it will be "standalone"
            rc = RegistrationCenter(name='dummy-registration-center',
                                    center_id=UNUSED_CENTER_ID)
            rc.full_clean()
            rc.save()
        except ValidationError:
            pass  # assume that it already exists

    for election in elections:
        num_daily_reports_on_election_day = int(round(0.9 * num_daily_reports))
        centers_reported = set()
        for i in range(num_daily_reports_on_election_day):
            staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
            from_center = random.choice(all_kinds_of_centers)
            ensure_staff_phone_exists(staff_phone_number, from_center, staff_phones,
                                      election.work_start_time + datetime.timedelta(minutes=5))

            # split votes between two options
            number_of_votes = (random.randint(1, 100), random.randint(1, 100))
            random_period_number = random.randint(FIRST_PERIOD_NUMBER, LAST_PERIOD_NUMBER)
            pr = PollingReport(election=election,
                               phone_number=staff_phone_number,
                               registration_center=from_center,
                               period_number=random_period_number,
                               num_voters=sum(number_of_votes),
                               creation_date=election.polling_start_time)
            pr.full_clean()
            pr.save()
            s = SMS(from_number=staff_phone_number, to_number=POLLING_REPORT_PHONE_NUMBER,
                    direction=INCOMING, message='my message', msg_type=SMS.POLLING_REPORT,
                    message_code=MESSAGE_1, carrier=carrier,
                    creation_date=election.polling_start_time)
            s.full_clean()
            s.save()

            if from_center in centers_reported:
                continue  # can't send but one PreliminaryVoteCount from a center

            # send a corresponding vote count
            for option, votes_for_option in enumerate(number_of_votes, start=1):
                pvc = PreliminaryVoteCount(election=election,
                                           phone_number=staff_phone_number,
                                           registration_center=from_center,
                                           option=option,
                                           num_votes=votes_for_option,
                                           creation_date=election.polling_start_time)
                pvc.full_clean()
                pvc.save()
                s = SMS(from_number=staff_phone_number,
                        to_number=PRELIMINARY_VOTE_COUNT_PHONE_NUMBER,
                        # XXX no specific message type for PreliminaryVoteCount
                        direction=INCOMING, message='my message', msg_type=SMS.POLLING_REPORT,
                        message_code=MESSAGE_1, carrier=carrier,
                        creation_date=election.polling_start_time)
                s.full_clean()
                s.save()

            centers_reported.add(from_center)

        # some daily reports on the day after
        for i in range(num_daily_reports - num_daily_reports_on_election_day):
            staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
            rc = random.choice(all_kinds_of_centers)
            ensure_staff_phone_exists(staff_phone_number, rc, staff_phones,
                                      election.work_start_time + datetime.timedelta(minutes=5))
            report_creation_date = election.polling_start_time + datetime.timedelta(days=1)
            pr = PollingReport(election=election,
                               phone_number=staff_phone_number,
                               registration_center=rc,
                               period_number=LAST_PERIOD_NUMBER,  # day after counts as last period
                               num_voters=random.randint(1, 50),
                               creation_date=report_creation_date)
            pr.full_clean()
            pr.save()
            s = SMS(from_number=staff_phone_number, to_number=POLLING_REPORT_PHONE_NUMBER,
                    direction=INCOMING, message='my message', msg_type=SMS.POLLING_REPORT,
                    message_code=MESSAGE_1, carrier=carrier,
                    creation_date=election.polling_start_time)
            s.full_clean()
            s.save()

        # Tag some centers as inactive for the election.  We may or may not pick some that
        # sent messages as being inactive.
        num_inactive_centers_per_election = \
            min(num_inactive_centers_per_election, len(all_kinds_of_centers))
        if num_inactive_centers_per_election:
            reordered = all_kinds_of_centers
            random.shuffle(reordered)
            for i in range(num_inactive_centers_per_election):
                inactive_on_election = CenterClosedForElection(
                    registration_center=reordered[i], election=election
                )
                inactive_on_election.full_clean()
                inactive_on_election.save()

    tz = timezone(settings.TIME_ZONE)
    # construct a datetime that will change based on timezone discrepancies
    # 0-2am in Libya has a different date than the same time in UDT or EDT
    today_fragile = now().astimezone(tz).replace(hour=0, minute=59)

    # tz.normalize fixes up the date arithmetic when crossing DST boundaries
    creation_dates = \
        [tz.normalize((today_fragile -
                       datetime.timedelta(days=DAYS_BETWEEN_REGISTRATIONS * i)).astimezone(tz))
         for i in range(num_registration_dates)]

    citizens = []
    for i in range(num_registrations):
        # about 60% of registrations are for males, just as with actual data
        gender = MALE if random.randint(1, 100) <= 60 else FEMALE
        nat_id = '%d%011d' % (gender, i)

        creation_date = random.choice(creation_dates)
        modification_date = creation_date

        # Select voter ages from 18 years on up.
        voter_age = random.randint(18, 99)
        # If they were a certain age at any time yesterday, they are certainly that age at any time
        # today.
        yesterday = datetime.datetime.now().replace(tzinfo=tz) - datetime.timedelta(days=1)
        birth_date = datetime.date(yesterday.year - voter_age, yesterday.month, yesterday.day)
        civil_registry_id = random.randint(1, 99999999)
        citizen = CitizenFactory(civil_registry_id=civil_registry_id, national_id=nat_id,
                                 gender=gender, birth_date=birth_date)
        citizens.append(citizen)
        s = SMS(from_number=VOTER_PHONE_NUMBER_PATTERN % i, to_number=REGISTRATION_PHONE_NUMBER,
                citizen=citizen, direction=INCOMING,
                message='my reg message', msg_type=SMS.REGISTRATION, message_code=MESSAGE_1,
                carrier=carrier, creation_date=creation_date)
        s.full_clean()
        s.save()

        rc = random.choice(centers)

        confirmed = random.randint(1, 100) <= 80  # most are confirmed
        if confirmed:
            archive_time = None
        else:
            archive_time = random.choice(creation_dates)
        r = Registration(citizen=citizen, registration_center=rc, sms=s,
                         archive_time=archive_time,
                         creation_date=creation_date, modification_date=modification_date)
        r.full_clean()
        r.save()

    if num_registrations:  # if any data being generated
        # generate a variety of sms messages
        for i in range(NUM_RANDOM_SMS_MESSAGES):
            sms_type = random.choice(SMS.MESSAGE_TYPES)[0]
            staff_phone = random.choice(staff_phones)
            s = SMS(from_number=staff_phone.phone_number, to_number=RANDOM_MESSAGE_PHONE_NUMBER,
                    citizen=random.choice(citizens), direction=INCOMING,
                    message='my long random message',
                    msg_type=sms_type, message_code=MESSAGE_1, carrier=carrier,
                    creation_date=random.choice(creation_dates))
            s.full_clean()
            s.save()

        for election in elections:
            for rc in centers:
                i = random.randint(8888, 9999)
                staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % i
                ensure_staff_phone_exists(staff_phone_number, rc, staff_phones,
                                          election.work_start_time + datetime.timedelta(minutes=5))
                center_open = CenterOpen(
                    election=election,
                    phone_number=staff_phone_number, registration_center=rc,
                    creation_date=election.polling_start_time.replace(hour=random.randint(0, 10),
                                                                      minute=23))
                center_open.full_clean()
                center_open.save()
                s = SMS(from_number=staff_phone_number, to_number=ACTIVATE_PHONE_NUMBER,
                        direction=INCOMING, message='my message', msg_type=SMS.ACTIVATE,
                        message_code=MESSAGE_1, carrier=carrier,
                        creation_date=election.polling_start_time)
                s.full_clean()
                s.save()
    def setUp(self):
        self.staff_user = UserFactory()
        self.staff_user.is_staff = True
        self.staff_user.save()
        assert self.client.login(username=self.staff_user.username, password=DEFAULT_USER_PASSWORD)
        self.reporting_user = test_reports.TEST_USERNAME
        self.reporting_password = test_reports.TEST_PASSWORD
        REPORT_USER_DB[self.reporting_user] = self.reporting_password
        # Pick a start time that represents different days in Libya vs UTC
        tz = timezone(settings.TIME_ZONE)
        polling_start_time = astz(FUTURE_DAY.replace(hour=22), tz)
        polling_end_time = tz.normalize(polling_start_time + timedelta(hours=16))
        self.election = ElectionFactory(
            polling_start_time=polling_start_time,
            polling_end_time=polling_end_time,
        )
        self.election_day_dt = self.election.polling_start_time
        # Create "decoy" election just to confirm that it doesn't break reports.
        decoy_start_time = tz.normalize(polling_start_time - timedelta(days=10))
        decoy_end_time = tz.normalize(decoy_start_time + timedelta(hours=16))
        ElectionFactory(
            polling_start_time=decoy_start_time,
            polling_end_time=decoy_end_time,
        )
        self.all_centers = []
        self.rc_1 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_1)
        self.rc_2 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_2)
        self.rc_3 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_3)
        self.rc_4 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_4)
        self.copy_of_rc_1 = RegistrationCenterFactory(copy_of=self.rc_1, office=self.rc_1.office)
        self.all_centers.append(self.copy_of_rc_1)
        # rc_5 is inactive for this election
        self.rc_5 = RegistrationCenterFactory(office=self.rc_1.office)
        self.all_centers.append(self.rc_5)
        inactive_on_election = CenterClosedForElection(
            registration_center=self.rc_5, election=self.election
        )
        inactive_on_election.full_clean()
        inactive_on_election.save()
        self.all_office_ids = [center.office_id for center in self.all_centers]
        self.carrier_1 = BackendFactory()
        self.citizen_1 = CitizenFactory()

        # Create registrations on the 4 days leading up to election day
        # Put the registrations at different hours of the day to stress TZ handling.
        self.registration_dates = []
        self.registration_date_strs = []
        hour_of_day = 0
        for delta_days in range(10, 4, -1):
            assert hour_of_day < 24
            reg_date = astz(self.election_day_dt - timedelta(days=delta_days), tz)\
                .replace(hour=hour_of_day)
            hour_of_day += 4
            self.registration_dates.append(reg_date)
            self.registration_date_strs.append(reg_date.strftime('%Y-%m-%d'))
        self.yesterday_date, _ = calc_yesterday(self.registration_date_strs)
        self.yesterday_date_dm = self.yesterday_date.strftime('%d/%m')
        # yesterday_date is a date; get a datetime form
        self.yesterday_date_dt = tz.localize(datetime(self.yesterday_date.year,
                                                      self.yesterday_date.month,
                                                      self.yesterday_date.day,
                                                      0, 0, 0))
        self.staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % 12345
    def setUp(self):
        self.staff_user = UserFactory()
        self.staff_user.is_staff = True
        self.staff_user.save()
        assert self.client.login(username=self.staff_user.username,
                                 password=DEFAULT_USER_PASSWORD)
        self.reporting_user = test_reports.TEST_USERNAME
        self.reporting_password = test_reports.TEST_PASSWORD
        REPORT_USER_DB[self.reporting_user] = self.reporting_password
        # Pick a start time that represents different days in Libya vs UTC
        tz = timezone(settings.TIME_ZONE)
        polling_start_time = astz(FUTURE_DAY.replace(hour=22), tz)
        polling_end_time = tz.normalize(polling_start_time +
                                        timedelta(hours=16))
        self.election = ElectionFactory(
            polling_start_time=polling_start_time,
            polling_end_time=polling_end_time,
        )
        self.election_day_dt = self.election.polling_start_time
        # Create "decoy" election just to confirm that it doesn't break reports.
        decoy_start_time = tz.normalize(polling_start_time -
                                        timedelta(days=10))
        decoy_end_time = tz.normalize(decoy_start_time + timedelta(hours=16))
        ElectionFactory(
            polling_start_time=decoy_start_time,
            polling_end_time=decoy_end_time,
        )
        self.all_centers = []
        self.rc_1 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_1)
        self.rc_2 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_2)
        self.rc_3 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_3)
        self.rc_4 = RegistrationCenterFactory()
        self.all_centers.append(self.rc_4)
        self.copy_of_rc_1 = RegistrationCenterFactory(copy_of=self.rc_1,
                                                      office=self.rc_1.office)
        self.all_centers.append(self.copy_of_rc_1)
        # rc_5 is inactive for this election
        self.rc_5 = RegistrationCenterFactory(office=self.rc_1.office)
        self.all_centers.append(self.rc_5)
        inactive_on_election = CenterClosedForElection(
            registration_center=self.rc_5, election=self.election)
        inactive_on_election.full_clean()
        inactive_on_election.save()
        self.all_office_ids = [center.office_id for center in self.all_centers]
        self.carrier_1 = BackendFactory()
        self.citizen_1 = CitizenFactory()

        # Create registrations on the 4 days leading up to election day
        # Put the registrations at different hours of the day to stress TZ handling.
        self.registration_dates = []
        self.registration_date_strs = []
        hour_of_day = 0
        for delta_days in range(10, 4, -1):
            assert hour_of_day < 24
            reg_date = astz(self.election_day_dt - timedelta(days=delta_days), tz)\
                .replace(hour=hour_of_day)
            hour_of_day += 4
            self.registration_dates.append(reg_date)
            self.registration_date_strs.append(reg_date.strftime('%Y-%m-%d'))
        self.yesterday_date, _ = calc_yesterday(self.registration_date_strs)
        self.yesterday_date_dm = self.yesterday_date.strftime('%d/%m')
        # yesterday_date is a date; get a datetime form
        self.yesterday_date_dt = tz.localize(
            datetime(self.yesterday_date.year, self.yesterday_date.month,
                     self.yesterday_date.day, 0, 0, 0))
        self.staff_phone_number = STAFF_PHONE_NUMBER_PATTERN % 12345