Example #1
0
    def post(self):

        post_data = request.get_json()

        export_type = post_data.get('export_type')
        include_transfers = post_data.get('include_transfers')  # True or False
        include_custom_attributes = post_data.get(
            'include_custom_attributes')  # True or False

        user_type = post_data.get('user_type')  # Beneficiaries, Vendors, All
        selected = post_data.get('selected')
        #  TODO: implement date_range
        date_range = post_data.get(
            'date_range')  # last day, previous week, or all

        payable_period_type = post_data.get('payable_period_type',
                                            'month')  # day, week, month
        payable_period_length = post_data.get(
            'payable_period_length',
            1)  # Integer, ie "payable every _2_ months"
        payable_epoch = post_data.get(
            'payable_epoch')  # When did the very first cycle begin?

        payable_period_start_date = post_data.get(
            'payable_period_start_date'
        )  # any sort of reasonable date string for custom date period
        payable_period_end_date = post_data.get('payable_period_end_date')

        transfer_account_columns = [
            {
                'header': 'Account ID',
                'query_type': 'db',
                'query': 'id'
            }, {
                'header': 'User ID',
                'query_type': 'custom',
                'query': 'user_id'
            }, {
                'header': 'First Name',
                'query_type': 'custom',
                'query': 'first_name'
            }, {
                'header': 'Last Name',
                'query_type': 'custom',
                'query': 'last_name'
            }, {
                'header': 'Public Serial Number',
                'query_type': 'custom',
                'query': 'public_serial_number'
            }, {
                'header': 'Phone',
                'query_type': 'custom',
                'query': 'phone'
            }, {
                'header': 'Created (UTC)',
                'query_type': 'db',
                'query': 'created'
            }, {
                'header': 'Approved',
                'query_type': 'db',
                'query': 'is_approved'
            }, {
                'header': 'Beneficiary',
                'query_type': 'custom',
                'query': 'has_beneficiary_role'
            }, {
                'header': 'Vendor',
                'query_type': 'custom',
                'query': 'has_vendor_role'
            }, {
                'header': 'Location',
                'query_type': 'custom',
                'query': 'location'
            }, {
                'header': 'Current Balance',
                'query_type': 'custom',
                'query': 'balance'
            }, {
                'header': 'Amount Received',
                'query_type': 'custom',
                'query': 'received'
            }, {
                'header': 'Amount Sent',
                'query_type': 'custom',
                'query': 'sent'
            }
            # {'header': 'Prev. Period Payable',  'query_type': 'custom', 'query': 'prev_period_payable'},
            # {'header': 'Total Payable',         'query_type': 'custom', 'query': 'total_payable'},
        ]

        credit_transfer_columns = [
            {
                'header': 'ID',
                'query_type': 'db',
                'query': 'id'
            },
            {
                'header': 'Transfer Amount',
                'query_type': 'custom',
                'query': 'transfer_amount'
            },
            {
                'header': 'Created',
                'query_type': 'db',
                'query': 'created'
            },
            {
                'header': 'Resolved Date',
                'query_type': 'db',
                'query': 'resolved_date'
            },
            {
                'header': 'Transfer Type',
                'query_type': 'enum',
                'query': 'transfer_type'
            },
            {
                'header': 'Transfer Type',
                'query_type': 'enum',
                'query': 'transfer_subtype'
            },
            {
                'header': 'Transfer Status',
                'query_type': 'enum',
                'query': 'transfer_status'
            },
            {
                'header': 'Sender ID',
                'query_type': 'db',
                'query': 'sender_transfer_account_id'
            },
            {
                'header': 'Recipient ID',
                'query_type': 'db',
                'query': 'recipient_transfer_account_id'
            },
            {
                'header': 'Transfer Uses',
                'query_type': 'custom',
                'query': 'transfer_usages'
            },
        ]

        # need to add Balance (Payable)

        random_string = ''.join(random.choices(string.ascii_letters, k=5))
        # TODO MAKE THIS API AUTHED
        time = str(datetime.utcnow())

        base_filename = current_app.config['DEPLOYMENT_NAME'] + '-id' + str(
            g.user.id) + '-' + str(time[0:10]) + '-' + random_string
        workbook_filename = base_filename + '.xlsx'
        # e.g. dev-id1-2018-09-19-asfi.xlsx
        pdf_filename = base_filename + '.pdf'

        wb = Workbook()
        ws = wb.active
        ws.title = "transfer_accounts"
        # ws1 = wb.create_sheet(title='transfer_accounts')

        start_date = None
        end_date = None
        user_filter = None

        # Create transfer_accounts workbook headers
        for index, column in enumerate(transfer_account_columns):
            _ = ws.cell(column=index + 1,
                        row=1,
                        value="{0}".format(column['header']))

        user_accounts = []
        credit_transfer_list = []

        # filter user accounts
        if user_type == 'beneficiary':
            user_filter = User.has_beneficiary_role

        if user_type == 'vendor':
            user_filter = User.has_vendor_role

        if date_range == 'all':
            end_date = datetime.utcnow()
            start_date = end_date - timedelta(weeks=520)

        if date_range == 'day':
            # return previous day of transactions
            end_date = datetime.utcnow()
            start_date = end_date - timedelta(days=1)

        if date_range == 'week':
            # return previous week of transactions
            end_date = datetime.utcnow()
            start_date = end_date - timedelta(weeks=1)

        if user_filter is not None:
            user_accounts = User.query.filter(user_filter == True).options(
                joinedload(User.transfer_accounts)).all()

        elif user_type == 'selected':
            transfer_accounts = TransferAccount.query.filter(
                TransferAccount.id.in_(selected)).all()
            user_accounts = [ta.primary_user for ta in transfer_accounts]

        else:
            user_accounts = User.query.filter(
                or_(User.has_beneficiary_role == True,
                    User.has_vendor_role == True)).options(
                        joinedload(User.transfer_accounts)).all()

        if export_type == 'pdf':
            file_url = generate_pdf_export(user_accounts, pdf_filename)
            response_object = {
                'message': 'Export file created.',
                'data': {
                    'file_url': file_url,
                }
            }

            return make_response(jsonify(response_object)), 201

        if user_accounts is not None:

            custom_attribute_columns = []

            for index, user_account in enumerate(user_accounts):
                transfer_account = user_account.transfer_account

                if transfer_account:
                    for jindix, column in enumerate(transfer_account_columns):
                        if column['query_type'] == 'db':
                            cell_contents = "{0}".format(
                                getattr(transfer_account, column['query']))

                        elif column['query'] == 'user_id':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user.id)

                        elif column['query'] == 'first_name':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user.first_name)

                        elif column['query'] == 'last_name':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user.last_name)

                        elif column['query'] == 'phone':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user.phone or '')

                        elif column['query'] == 'public_serial_number':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user.
                                public_serial_number or '')

                        elif column['query'] == 'location':

                            cell_contents = "{0}".format(
                                transfer_account.primary_user._location)

                        elif column['query'] == 'balance':
                            cell_contents = getattr(transfer_account,
                                                    column['query']) / 100

                        elif column['query'] == 'has_beneficiary_role':
                            cell_contents = "{0}".format(
                                transfer_account.primary_user.
                                has_beneficiary_role)

                        elif column['query'] == 'has_vendor_role':
                            cell_contents = "{0}".format(
                                transfer_account.primary_user.has_vendor_role)

                        elif column['query'] == 'received':
                            received_amount = transfer_account.total_received
                            cell_contents = received_amount / 100

                        elif column['query'] == 'sent':
                            sent_amount = transfer_account.total_sent
                            cell_contents = sent_amount / 100

                        elif column['query'] == 'prev_period_payable':

                            if payable_period_start_date and payable_period_end_date:
                                prior_period_start = parser.parse(
                                    payable_period_start_date)
                                prior_period_end = parser.parse(
                                    payable_period_end_date)
                            else:

                                if payable_epoch is None:
                                    payable_epoch = transfer_account.created
                                else:
                                    payable_epoch = parser.parse(
                                        str(payable_epoch))

                                prior_period_start, prior_period_end = find_last_period_dates(
                                    payable_epoch, datetime.utcnow(),
                                    payable_period_type, payable_period_length)

                            in_for_period = 0

                            # All funds start of last period, up to end of last period, NOT including after last period
                            in_transactions = CreditTransfer.query.filter(
                                and_(
                                    CreditTransfer.
                                    recipient_transfer_account_id ==
                                    transfer_account.id,
                                    CreditTransfer.transfer_status ==
                                    TransferStatusEnum.COMPLETE,
                                    CreditTransfer.resolved_date.between(
                                        prior_period_start,
                                        prior_period_end))).all()

                            for transaction in in_transactions:
                                in_for_period += transaction.transfer_amount

                            out_for_period = 0

                            # Out transactions DO NOT include reimbursements (withdrawals) from the previous month
                            out_transactions = CreditTransfer.query.filter(
                                and_(
                                    CreditTransfer.sender_transfer_account_id
                                    == transfer_account.id,
                                    CreditTransfer.transfer_status ==
                                    TransferStatusEnum.COMPLETE,
                                    CreditTransfer.resolved_date.between(
                                        prior_period_start, prior_period_end),
                                    CreditTransfer.transfer_type !=
                                    TransferTypeEnum.WITHDRAWAL)).all()

                            for transaction in out_transactions:
                                out_for_period += transaction.transfer_amount

                            payable_balance = in_for_period - out_for_period

                            cell_contents = payable_balance / 100

                        elif column['query'] == 'total_payable':

                            if payable_period_end_date:
                                prior_period_end = parser.parse(
                                    payable_period_end_date)
                            else:

                                if payable_epoch is None:
                                    payable_epoch = transfer_account.created
                                else:
                                    payable_epoch = parser.parse(
                                        str(payable_epoch))

                                prior_period_start, prior_period_end = find_last_period_dates(
                                    payable_epoch, datetime.utcnow(),
                                    payable_period_type, payable_period_length)

                            in_for_period = 0

                            # All funds in from epoch, up to end of last period, NOT including after last period
                            in_transactions = CreditTransfer.query.filter(
                                and_(
                                    CreditTransfer.
                                    recipient_transfer_account_id ==
                                    transfer_account.id,
                                    CreditTransfer.transfer_status ==
                                    TransferStatusEnum.COMPLETE,
                                    CreditTransfer.resolved_date.between(
                                        payable_epoch,
                                        prior_period_end))).all()

                            for transaction in in_transactions:
                                in_for_period += transaction.transfer_amount

                            out_for_period = 0

                            # All funds out over all time, _including_ withdrawals
                            out_transactions = CreditTransfer.query.filter(
                                and_(
                                    CreditTransfer.sender_transfer_account_id
                                    == transfer_account.id,
                                    CreditTransfer.transfer_status ==
                                    TransferStatusEnum.COMPLETE,
                                    CreditTransfer.resolved_date.between(
                                        payable_epoch,
                                        datetime.utcnow()))).all()

                            for transaction in out_transactions:
                                out_for_period += transaction.transfer_amount

                            payable_balance = in_for_period - out_for_period

                            cell_contents = payable_balance / 100

                        else:
                            cell_contents = ""

                        _ = ws.cell(column=jindix + 1,
                                    row=index + 2,
                                    value=cell_contents)

                    if include_custom_attributes:
                        # Add custom attributes as columns at the end
                        for attribute in transfer_account.primary_user.custom_attributes:
                            try:
                                col_num = custom_attribute_columns.index(
                                    attribute.name) + 1 + len(
                                        transfer_account_columns)
                            except ValueError:
                                custom_attribute_columns.append(attribute.name)
                                col_num = len(custom_attribute_columns) + len(
                                    transfer_account_columns)

                            _ = ws.cell(column=col_num,
                                        row=index + 2,
                                        value=attribute.value)

                else:
                    print('No Transfer Account for user account id: ',
                          user_account.id)

            # Add custom attribute headers:
            if include_custom_attributes:
                for index, column_name in enumerate(custom_attribute_columns):
                    _ = ws.cell(column=index + 1 +
                                len(transfer_account_columns),
                                row=1,
                                value="{0}".format(column_name))

        if include_transfers and user_accounts is not None:
            base_credit_transfer_query = CreditTransfer.query.enable_eagerloads(
                False)
            if start_date and end_date is not None:
                credit_transfer_list = base_credit_transfer_query.filter(
                    CreditTransfer.created.between(start_date,
                                                   end_date)).all()

            if date_range == 'all':
                credit_transfer_list = base_credit_transfer_query.all()

            transfer_sheet = wb.create_sheet(title='credit_transfers')

            # Create credit_transfers workbook headers
            for index, column in enumerate(credit_transfer_columns):
                _ = transfer_sheet.cell(column=index + 1,
                                        row=1,
                                        value="{0}".format(column['header']))

            if credit_transfer_list is not None:
                for index, credit_transfer in enumerate(credit_transfer_list):
                    for jindix, column in enumerate(credit_transfer_columns):
                        if column['query_type'] == 'db':
                            cell_contents = "{0}".format(
                                getattr(credit_transfer, column['query']))
                        elif column['query_type'] == 'enum':
                            enum = getattr(credit_transfer, column['query'])
                            cell_contents = "{0}".format(enum and enum.value)
                        elif column['query'] == 'transfer_amount':
                            cell_contents = "{0}".format(
                                getattr(credit_transfer, column['query']) /
                                100)
                        elif column['query'] == 'transfer_usages':
                            cell_contents = ', '.join([
                                usage.name
                                for usage in credit_transfer.transfer_usages
                            ])
                        else:
                            cell_contents = ""

                        _ = transfer_sheet.cell(column=jindix + 1,
                                                row=index + 2,
                                                value=cell_contents)

            else:
                print('No Credit Transfers')

        if len(user_accounts) is not 0:
            file_url = export_workbook_via_s3(wb, workbook_filename)

            response_object = {
                'message': 'Export file created.',
                'data': {
                    'file_url': file_url,
                }
            }

            return make_response(jsonify(response_object)), 201

        else:
            # return no data
            response_object = {
                'message': 'No data available for export',
            }

            return make_response(jsonify(response_object)), 404
Example #2
0
    def post(self):
        post_data = request.get_json()

        transfer_account = g.user.default_transfer_account or g.user.transfer_accounts[
            0]

        date_range = post_data.get(
            'date_range')  # last day, previous week, or all
        email = post_data.get('email')

        credit_transfer_columns = [
            {
                'header': 'ID',
                'query_type': 'db',
                'query': 'id'
            },
            {
                'header': 'Transfer Amount',
                'query_type': 'custom',
                'query': 'transfer_amount'
            },
            {
                'header': 'Created',
                'query_type': 'db',
                'query': 'created'
            },
            {
                'header': 'Resolved Date',
                'query_type': 'db',
                'query': 'resolved_date'
            },
            {
                'header': 'Transfer Type',
                'query_type': 'enum',
                'query': 'transfer_type'
            },
            {
                'header': 'Transfer Status',
                'query_type': 'enum',
                'query': 'transfer_status'
            },
            {
                'header': 'Transfer Uses',
                'query_type': 'custom',
                'query': 'transfer_usages'
            },
        ]

        random_string = ''.join(random.choices(string.ascii_letters, k=5))
        export_time = str(datetime.utcnow())
        workbook_filename = 'vendor-id' + str(transfer_account.id) + '-' + str(
            export_time[0:10]) + '-' + random_string + '.xlsx'
        # e.g. vendor-id9-2018-09-19-adsff.xlsx

        # Vendor Export
        wb = Workbook()
        ws = wb.active
        ws.title = "credit_transfers"

        start_date = None
        end_date = None
        credit_transfer_list = []

        # Create credit_transfers workbook headers
        for index, column in enumerate(credit_transfer_columns):
            _ = ws.cell(column=index + 1,
                        row=1,
                        value="{0}".format(column['header']))

        if date_range == 'day':
            # return previous day of transactions
            start_date = datetime.utcnow()
            end_date = start_date - timedelta(days=1)

        if date_range == 'week':
            # return previous week of transactions
            start_date = datetime.utcnow()
            end_date = start_date - timedelta(weeks=1)

        if start_date and end_date is not None:
            # filter by date_range & transfer_account.id
            credit_transfer_list = CreditTransfer.query.filter(
                and_(CreditTransfer.created.between(start_date, end_date), (
                or_(CreditTransfer.recipient_transfer_account_id == transfer_account.id,
                    CreditTransfer.sender_transfer_account_id == transfer_account.id))))\
                    .enable_eagerloads(False)

        else:
            # default to all credit transfers of transfer_account.id
            credit_transfer_list = CreditTransfer.query.filter(
                or_(CreditTransfer.recipient_transfer_account_id == transfer_account.id,
                    CreditTransfer.sender_transfer_account_id == transfer_account.id))\
                    .enable_eagerloads(False)

        # loop over all credit transfers, create cells
        if credit_transfer_list is not None:
            for index, credit_transfer in enumerate(credit_transfer_list):
                for jindix, column in enumerate(credit_transfer_columns):
                    if column['query_type'] == 'db':
                        cell_contents = "{0}".format(
                            getattr(credit_transfer, column['query']))
                    elif column['query_type'] == 'enum':
                        enum = getattr(credit_transfer, column['query'])
                        cell_contents = "{0}".format(enum and enum.value)
                    elif column['query'] == 'transfer_amount':
                        cell_contents = "{0}".format(
                            getattr(credit_transfer, column['query']) / 100)
                    elif column['query'] == 'transfer_usages':
                        cell_contents = ', '.join([
                            usage.name
                            for usage in credit_transfer.transfer_usages
                        ])
                    else:
                        cell_contents = ""

                    _ = ws.cell(column=jindix + 1,
                                row=index + 2,
                                value=cell_contents)

        if credit_transfer_list is not None:
            file_url = export_workbook_via_s3(wb, workbook_filename, email)

            response_object = {
                'status': 'success',
                'message': 'Export file created.',
                'file_url': file_url,
            }

            return make_response(jsonify(response_object)), 201

        else:
            # return no data
            response_object = {
                'status': 'Fail',
                'message': 'No data available for export',
                'file_url': '',
            }

            return make_response(jsonify(response_object)), 404
Example #3
0
def generate_export(post_data):
    from server.models.credit_transfer import CreditTransfer
    from server.models.transfer_account import TransferAccount
    from server.models.user import User

    export_type = post_data.get('export_type')
    include_transfers = post_data.get('include_transfers')  # True or False
    include_custom_attributes = post_data.get(
        'include_custom_attributes')  # True or False
    user_type = post_data.get('user_type')  # Beneficiaries, Vendors, All
    #  TODO: implement date_range
    date_range = post_data.get('date_range')  # last day, previous week, or all

    payable_period_type = post_data.get('payable_period_type',
                                        'month')  # day, week, month
    payable_period_length = post_data.get(
        'payable_period_length', 1)  # Integer, ie "payable every _2_ months"
    payable_epoch = post_data.get(
        'payable_epoch')  # When did the very first cycle begin?

    payable_period_start_date = post_data.get(
        'payable_period_start_date'
    )  # any sort of reasonable date string for custom date period
    payable_period_end_date = post_data.get('payable_period_end_date')

    transfer_account_columns = [
        {
            'header': 'Account ID',
            'query_type': 'db',
            'query': 'id'
        }, {
            'header': 'User ID',
            'query_type': 'custom',
            'query': 'user_id'
        }, {
            'header': 'First Name',
            'query_type': 'custom',
            'query': 'first_name'
        }, {
            'header': 'Last Name',
            'query_type': 'custom',
            'query': 'last_name'
        }, {
            'header': 'Public Serial Number',
            'query_type': 'custom',
            'query': 'public_serial_number'
        }, {
            'header': 'Phone',
            'query_type': 'custom',
            'query': 'phone'
        }, {
            'header': 'Created (UTC)',
            'query_type': 'db',
            'query': 'created'
        }, {
            'header': 'Approved',
            'query_type': 'db',
            'query': 'is_approved'
        }, {
            'header': 'Beneficiary',
            'query_type': 'custom',
            'query': 'has_beneficiary_role'
        }, {
            'header': 'Vendor',
            'query_type': 'custom',
            'query': 'has_vendor_role'
        }, {
            'header': 'Location',
            'query_type': 'custom',
            'query': 'location'
        }, {
            'header': 'Current Balance',
            'query_type': 'custom',
            'query': 'balance'
        }, {
            'header': 'Amount Received',
            'query_type': 'custom',
            'query': 'received'
        }, {
            'header': 'Amount Sent',
            'query_type': 'custom',
            'query': 'sent'
        }
        # {'header': 'Prev. Period Payable',  'query_type': 'custom', 'query': 'prev_period_payable'},
        # {'header': 'Total Payable',         'query_type': 'custom', 'query': 'total_payable'},
    ]

    credit_transfer_columns = [
        {
            'header': 'ID',
            'query_type': 'db',
            'query': 'id'
        },
        {
            'header': 'Transfer Amount',
            'query_type': 'custom',
            'query': 'transfer_amount'
        },
        {
            'header': 'Created',
            'query_type': 'db',
            'query': 'created'
        },
        {
            'header': 'Resolved Date',
            'query_type': 'db',
            'query': 'resolved_date'
        },
        {
            'header': 'Transfer Type',
            'query_type': 'enum',
            'query': 'transfer_type'
        },
        {
            'header': 'Transfer Type',
            'query_type': 'enum',
            'query': 'transfer_subtype'
        },
        {
            'header': 'Transfer Status',
            'query_type': 'enum',
            'query': 'transfer_status'
        },
        {
            'header': 'Sender ID',
            'query_type': 'db',
            'query': 'sender_transfer_account_id'
        },
        {
            'header': 'Recipient ID',
            'query_type': 'db',
            'query': 'recipient_transfer_account_id'
        },
        {
            'header': 'Transfer Uses',
            'query_type': 'custom',
            'query': 'transfer_usages'
        },
    ]

    # need to add Balance (Payable)

    random_string = ''.join(random.choices(string.ascii_letters, k=5))
    # TODO MAKE THIS API AUTHED
    time = str(datetime.utcnow())

    base_filename = current_app.config['DEPLOYMENT_NAME'] + '-id' + str(
        g.user.id) + '-' + str(time[0:10]) + '-' + random_string
    workbook_filename = base_filename + '.xlsx'
    # e.g. dev-id1-2018-09-19-asfi.xlsx
    pdf_filename = base_filename + '.pdf'

    wb = Workbook()
    ws = wb.new_sheet("transfer_accounts")

    # ws1 = wb.create_sheet(title='transfer_accounts')

    start_date = None
    end_date = None
    user_filter = None

    for index, column in enumerate(transfer_account_columns):
        ws[1][index + 1] = column['header']

    # Create transfer_accounts workbook headers
    for index, column in enumerate(transfer_account_columns):
        ws[1][index + 1] = column['header']

    user_accounts = []
    credit_transfer_list = []

    # filter user accounts
    if user_type == 'beneficiary':
        user_filter = User.has_beneficiary_role

    if user_type == 'vendor':
        user_filter = User.has_vendor_role

    if date_range == 'all':
        end_date = datetime.utcnow()
        start_date = end_date - timedelta(weeks=520)

    if date_range == 'day':
        # return previous day of transactions
        end_date = datetime.utcnow()
        start_date = end_date - timedelta(days=1)

    if date_range == 'week':
        # return previous week of transactions
        end_date = datetime.utcnow()
        start_date = end_date - timedelta(weeks=1)

    if user_filter is not None:
        user_accounts = User.query.filter(user_filter == True).options(
            joinedload(User.transfer_accounts))
        user_accounts = partition_query(user_accounts)
    elif user_type == 'selected':
        # HANDLE PARAM : search_string - Any search string. An empty string (or None) will just return everything!
        search_string = post_data.get('search_string') or ''
        # HANDLE PARAM : params - Standard filter object. Exact same as the ones Metrics uses!
        encoded_filters = post_data.get('params')
        filters = process_transfer_filters(encoded_filters)
        # HANDLE PARAM : include_accounts - Explicitly include these users
        include_accounts = post_data.get('include_accounts', [])
        # HANDLE PARAM : include_accounts - Explicitly exclude these users
        exclude_accounts = post_data.get('exclude_accounts', [])

        if include_accounts:
            transfer_accounts = db.session.query(
                TransferAccount).options().filter(
                    TransferAccount.id.in_(include_accounts))
            transfer_accounts = partition_query(transfer_accounts)
        else:
            search_query = generate_search_query(search_string,
                                                 filters,
                                                 order=desc,
                                                 sort_by_arg='rank',
                                                 include_user=True)
            search_query = search_query.filter(
                TransferAccount.id.notin_(exclude_accounts))
            results = partition_query(search_query)
            transfer_accounts = [
                r[0] for r in results
            ]  # Get TransferAccount (TransferAccount, searchRank, User)
        user_accounts = [ta.primary_user for ta in transfer_accounts]
    else:
        user_accounts = User.query.filter(
            or_(User.has_beneficiary_role == True,
                User.has_vendor_role == True)).options(
                    joinedload(User.transfer_accounts))
        user_accounts = partition_query(user_accounts)

    if export_type == 'pdf':
        file_url = generate_pdf_export(user_accounts, pdf_filename)
        response_object = {
            'message': 'Export file created.',
            'data': {
                'file_url': file_url,
            }
        }

        return make_response(jsonify(response_object)), 201

    if user_accounts is not None:
        custom_attribute_columns = []

        for index, user_account in enumerate(user_accounts):
            transfer_account = user_account.transfer_account

            if transfer_account:
                for jindix, column in enumerate(transfer_account_columns):
                    if column['query_type'] == 'db':
                        cell_contents = "{0}".format(
                            getattr(transfer_account, column['query']))
                    elif column['query'] == 'user_id':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.id)
                    elif column['query'] == 'first_name':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.first_name)
                    elif column['query'] == 'last_name':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.last_name)
                    elif column['query'] == 'phone':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.phone or '')
                    elif column['query'] == 'public_serial_number':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.public_serial_number
                            or '')
                    elif column['query'] == 'location':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user._location)
                    elif column['query'] == 'balance':
                        cell_contents = getattr(transfer_account,
                                                column['query']) / 100
                    elif column['query'] == 'has_beneficiary_role':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.has_beneficiary_role)
                    elif column['query'] == 'has_vendor_role':
                        cell_contents = "{0}".format(
                            transfer_account.primary_user.has_vendor_role)
                    elif column['query'] == 'received':
                        received_amount = transfer_account.total_received
                        cell_contents = received_amount / 100
                    elif column['query'] == 'sent':
                        sent_amount = transfer_account.total_sent
                        cell_contents = sent_amount / 100
                    elif column['query'] == 'prev_period_payable':
                        if payable_period_start_date and payable_period_end_date:
                            prior_period_start = parser.parse(
                                payable_period_start_date)
                            prior_period_end = parser.parse(
                                payable_period_end_date)
                        else:
                            if payable_epoch is None:
                                payable_epoch = transfer_account.created
                            else:
                                payable_epoch = parser.parse(
                                    str(payable_epoch))

                            prior_period_start, prior_period_end = find_last_period_dates(
                                payable_epoch, datetime.utcnow(),
                                payable_period_type, payable_period_length)

                            in_for_period = 0

                        # All funds start of last period, up to end of last period, NOT including after last period
                        in_transactions = CreditTransfer.query.filter(
                            and_(
                                CreditTransfer.recipient_transfer_account_id ==
                                transfer_account.id,
                                CreditTransfer.transfer_status ==
                                TransferStatusEnum.COMPLETE,
                                CreditTransfer.resolved_date.between(
                                    prior_period_start, prior_period_end)))
                        in_transactions = partition_query(in_transactions)
                        for transaction in in_transactions:
                            in_for_period += transaction.transfer_amount

                        out_for_period = 0

                        # Out transactions DO NOT include reimbursements (withdrawals) from the previous month
                        out_transactions = CreditTransfer.query.filter(
                            and_(
                                CreditTransfer.sender_transfer_account_id ==
                                transfer_account.id,
                                CreditTransfer.transfer_status ==
                                TransferStatusEnum.COMPLETE,
                                CreditTransfer.resolved_date.between(
                                    prior_period_start, prior_period_end),
                                CreditTransfer.transfer_type !=
                                TransferTypeEnum.WITHDRAWAL))
                        out_transactions = partition_query(out_transactions)

                        for transaction in out_transactions:
                            out_for_period += transaction.transfer_amount

                        payable_balance = in_for_period - out_for_period

                        cell_contents = payable_balance / 100

                    elif column['query'] == 'total_payable':

                        if payable_period_end_date:
                            prior_period_end = parser.parse(
                                payable_period_end_date)
                        else:

                            if payable_epoch is None:
                                payable_epoch = transfer_account.created
                            else:
                                payable_epoch = parser.parse(
                                    str(payable_epoch))

                            prior_period_start, prior_period_end = find_last_period_dates(
                                payable_epoch, datetime.utcnow(),
                                payable_period_type, payable_period_length)

                        in_for_period = 0

                        # All funds in from epoch, up to end of last period, NOT including after last period
                        in_transactions = CreditTransfer.query.filter(
                            and_(
                                CreditTransfer.recipient_transfer_account_id ==
                                transfer_account.id,
                                CreditTransfer.transfer_status ==
                                TransferStatusEnum.COMPLETE,
                                CreditTransfer.resolved_date.between(
                                    payable_epoch, prior_period_end)))
                        in_transactions = partition_query(in_transactions)

                        for transaction in in_transactions:
                            in_for_period += transaction.transfer_amount

                        out_for_period = 0

                        # All funds out over all time, _including_ withdrawals
                        out_transactions = CreditTransfer.query.filter(
                            and_(
                                CreditTransfer.sender_transfer_account_id ==
                                transfer_account.id,
                                CreditTransfer.transfer_status ==
                                TransferStatusEnum.COMPLETE,
                                CreditTransfer.resolved_date.between(
                                    payable_epoch, datetime.utcnow())))
                        out_transactions = partition_query(out_transactions)

                        for transaction in out_transactions:
                            out_for_period += transaction.transfer_amount

                        payable_balance = in_for_period - out_for_period

                        cell_contents = payable_balance / 100

                    else:
                        cell_contents = ""

                    ws[index + 2][jindix + 1] = cell_contents
                if include_custom_attributes:
                    # Add custom attributes as columns at the end
                    for attribute in transfer_account.primary_user.custom_attributes:
                        name = (attribute.custom_attribute
                                and attribute.custom_attribute.name) or ' '

                        try:
                            col_num = custom_attribute_columns.index(
                                name) + 1 + len(transfer_account_columns)
                        except ValueError:
                            custom_attribute_columns.append(name)
                            col_num = len(custom_attribute_columns) + len(
                                transfer_account_columns)
                        ws[index + 2][col_num] = attribute.value
            else:
                print('No Transfer Account for user account id: ',
                      user_account.id)

        # Add custom attribute headers:
        if include_custom_attributes:
            for index, column_name in enumerate(custom_attribute_columns):
                ws[1][index + 1 + len(transfer_account_columns)] = column_name

    if include_transfers and user_accounts is not None:
        base_credit_transfer_query = CreditTransfer.query.enable_eagerloads(
            False)
        if start_date and end_date is not None:
            credit_transfer_list = base_credit_transfer_query.filter(
                CreditTransfer.created.between(start_date, end_date))

        if date_range == 'all':
            credit_transfer_list = base_credit_transfer_query

        credit_transfer_list = partition_query(credit_transfer_list)
        transfer_sheet = wb.new_sheet("credit_transfers")

        # Create credit_transfers workbook headers
        for index, column in enumerate(credit_transfer_columns):
            transfer_sheet[1][index + 1] = column['header']
        if credit_transfer_list is not None:
            for index, credit_transfer in enumerate(credit_transfer_list):
                for jindix, column in enumerate(credit_transfer_columns):
                    if column['query_type'] == 'db':
                        cell_contents = "{0}".format(
                            getattr(credit_transfer, column['query']))
                    elif column['query_type'] == 'enum':
                        enum = getattr(credit_transfer, column['query'])
                        cell_contents = "{0}".format(enum and enum.value)
                    elif column['query'] == 'transfer_amount':
                        cell_contents = "{0}".format(
                            getattr(credit_transfer, column['query']) / 100)
                    elif column['query'] == 'transfer_usages':
                        cell_contents = ', '.join([
                            usage.name
                            for usage in credit_transfer.transfer_usages
                        ])
                    else:
                        cell_contents = ""
                    transfer_sheet[index + 2][jindix + 1] = cell_contents
        else:
            print('No Credit Transfers')

    file_url = export_workbook_via_s3(wb, workbook_filename)
    response_object = {
        'message': 'Export file created.',
        'data': {
            'file_url': file_url,
        }
    }
    return make_response(jsonify(response_object)), 201