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							539 lines
						
					
					
						
							21 KiB
						
					
					
				
			
		
		
		
			
			
			
		
		
	
	
							539 lines
						
					
					
						
							21 KiB
						
					
					
				
								# -*- coding: utf-8 -*-
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								################################################################################
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								#
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								#    Cybrosys Technologies Pvt. Ltd.
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								#
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								#    Copyright (C) 2024-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
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								#    Author: Bhagyadev KP (odoo@cybrosys.com)
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								#
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								#    You can modify it under the terms of the GNU LESSER
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								#    GENERAL PUBLIC LICENSE (LGPL v3), Version 3.
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								#
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								#    This program is distributed in the hope that it will be useful,
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								#    but WITHOUT ANY WARRANTY; without even the implied warranty of
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								#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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								#    GNU LESSER GENERAL PUBLIC LICENSE (LGPL v3) for more details.
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								#
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								#    You should have received a copy of the GNU LESSER GENERAL PUBLIC LICENSE
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								#    (LGPL v3) along with this program.
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								#    If not, see <http://www.gnu.org/licenses/>.
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								#
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								################################################################################
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								import calendar
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								from odoo import api, models
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								class PurchaseOrder(models.Model):
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								    """Model representing purchase orders and related analytics.Inherits from
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								    'purchase.order' model."""
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								    _inherit = 'purchase.order'
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								    @api.model
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								    def get_purchase_data(self):
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								        """Returns data to the orm call to display the data in the tiles
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								        :return: Dictionary with purchase data
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								        :rtype: dict"""
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								        orders = self.env['purchase.order'].search([('state', 'in', [
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								            'purchase', 'done'])])
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								        priority_orders = self.env['purchase.order'].search([
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								            ('priority', '=', '1')])
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								        vendor = list(set(rec.partner_id for rec in orders))
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								        return {
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								            'purchase_orders': len(orders),
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								            'purchase_amount': sum(rec.amount_total for rec in orders),
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								            'priority_orders': len(priority_orders),
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								            'vendors': len(vendor)
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								        }
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								    def get_yearly_data(self):
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								        """Get yearly purchase data.
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								        :return: Dictionary with yearly purchase data
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								        :rtype: dict"""
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								        company = self.env.company.id
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								        query = """
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								               SELECT COUNT(*) as po_count, SUM(amount_total) as po_sum
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								               FROM purchase_order
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								               WHERE company_id = %s
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								                   AND state IN ('purchase', 'done')
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								                   AND date_order >= date_trunc('year', now())
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								           """
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								        self.env.cr.execute(query, (company,))
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								        data = self.env.cr.dictfetchall()
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								        query_priority = """
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								               SELECT COUNT(*) as priority_count
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								               FROM purchase_order po
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								               WHERE company_id = %s
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								                   AND state IN ('purchase', 'done')
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								                   AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR from now())
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								                   AND priority = '1'
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								           """
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								        self.env.cr.execute(query_priority, (company,))
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								        priority_orders = self.env.cr.dictfetchall()
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								        query_vendors = """
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								               SELECT COUNT(DISTINCT partner_id) as vendor_count
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								               FROM purchase_order
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								               WHERE company_id = %s
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								                   AND state IN ('purchase', 'done')
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								                   AND date_order < date_trunc('year', now())
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								           """
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								        self.env.cr.execute(query_vendors, (company,))
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								        result = self.env.cr.dictfetchall()
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								        if result:
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								            previous_vendors = result[0]['vendor_count']
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								        else:
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								            previous_vendors = 0
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								        query_current_vendors = """
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								               SELECT COUNT(DISTINCT partner_id) as vendor_count
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								               FROM purchase_order
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								               WHERE company_id = %s
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								                   AND state IN ('purchase', 'done')
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								                   AND date_order BETWEEN date_trunc('year', now()) AND now()
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								           """
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								        self.env.cr.execute(query_current_vendors, (company,))
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								        result = self.env.cr.dictfetchall()
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								        if result:
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								            current_vendors = result[0]['vendor_count']
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								        else:
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								            current_vendors = 0
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								        new_vendors = current_vendors - previous_vendors
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								        yearly = {
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								            'purchase_orders': data[0]['po_count'],
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								            'purchase_amount': data[0]['po_sum'] or 0,
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								            'priority_orders': priority_orders[0]['priority_count'],
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								            'vendors': new_vendors or 0,
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								        }
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								        return yearly
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								    def get_monthly_data(self):
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								        """Get monthly purchase data.
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								        :return: Dictionary with monthly purchase data
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								        :rtype: dict"""
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								        company = self.env.company.id
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								        query = """
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								            SELECT COUNT(*), SUM(amount_total)
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								            FROM purchase_order po
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								            WHERE company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR from 
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								                CURRENT_DATE)
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								                AND EXTRACT(MONTH from date_order) = EXTRACT(MONTH from 
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								                CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, (company,))
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								        data = self.env.cr.dictfetchall()
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								        query = """
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								            SELECT COUNT(*)
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								            FROM purchase_order po
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								            WHERE company_id = %s
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								                AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR from 
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								                CURRENT_DATE)
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								                AND EXTRACT(MONTH from date_order) = EXTRACT(MONTH from
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								                 CURRENT_DATE) 
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								                AND priority = '1'
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								        """
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								        self.env.cr.execute(query, (company,))
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								        priority_orders = self.env.cr.dictfetchall()
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								        query = """
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								            SELECT DISTINCT partner_id
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								            FROM purchase_order po
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								            WHERE company_id = %s
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								                AND state IN ('purchase','done')
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								                AND EXTRACT(month from date_order) < EXTRACT(month FROM
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								                 CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, (company,))
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								        previous_vendors = self.env.cr.dictfetchall()
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								        previous = []
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								        if len(previous_vendors) > 1:
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								            previous = [rec['partner_id'] for rec in previous_vendors]
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								        else:
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								            previous.append(rec for rec in previous_vendors)
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								        query = """
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								            SELECT DISTINCT partner_id
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								            FROM purchase_order po
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								            WHERE company_id = %s
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								                AND state IN ('purchase','done')
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								                AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR FROM
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								                 CURRENT_DATE) 
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								                AND EXTRACT(month from date_order) = EXTRACT(month FROM
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								                 CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, (company,))
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								        vendors = self.env.cr.dictfetchall()
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								        new_vendors = []
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								        if vendors:
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								            if len(vendors) > 1:
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								                for rec in vendors:
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								                    if rec['partner_id'] not in previous:
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								                        new_vendors.append(rec['partner_id'])
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								            else:
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								                if vendors not in previous:
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								                    new_vendors.append(vendors[0]['partner_id'])
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								        monthly = {
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								            'purchase_orders': data[0]['count'],
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								            'purchase_amount': data[0]['sum'],
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								            'priority_orders': priority_orders[0]['count'],
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								            'vendors': len(new_vendors),
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								            'vendor_id': new_vendors,
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								        }
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								        return monthly
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								    def get_weekly_data(self):
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								        """Get weekly purchase data.
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								        :return: Dictionary with weekly purchase data
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								        :rtype: dict"""
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								        company = self.env.company.id
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								        query = """
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								            SELECT COUNT(*), SUM(amount_total), COUNT(CASE WHEN priority = '1' 
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								            THEN 1 ELSE NULL END)
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								            FROM purchase_order
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								            WHERE company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR from 
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								                CURRENT_DATE)
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								                AND EXTRACT(WEEK from date_order) = EXTRACT(WEEK from 
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								                CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, [company])
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								        data = self.env.cr.fetchone()
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								        query = """
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								            SELECT DISTINCT partner_id
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								            FROM purchase_order
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								            WHERE company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND EXTRACT(WEEK from date_order) < EXTRACT(WEEK FROM 
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								                CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, [company])
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								        previous_vendors = self.env.cr.dictfetchall()
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								        previous = [rec['partner_id'] for rec in previous_vendors]
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								        query = """
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								            SELECT DISTINCT partner_id
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								            FROM purchase_order
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								            WHERE company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND EXTRACT(YEAR from date_order) = EXTRACT(YEAR FROM 
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								                CURRENT_DATE) 
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								                AND EXTRACT(WEEK from date_order) = EXTRACT(WEEK FROM 
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								                CURRENT_DATE)
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								        """
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								        self.env.cr.execute(query, [company])
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								        vendors = self.env.cr.dictfetchall()
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								        new_vendors = [rec['partner_id'] for rec in vendors if rec[
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								            'partner_id'] not in previous]
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								        weekly = {
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								            'purchase_orders': data[0],
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								            'purchase_amount': data[1],
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								            'priority_orders': data[2],
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								            'vendors': len(new_vendors)
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								        }
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								        return weekly
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								    def get_today_data(self):
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								        """Get purchase data for the current day.
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								        :return: Dictionary with purchase data for the current day
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								        :rtype: dict"""
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								        company = self.env.company.id
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								        query = """
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								            SELECT
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								                COUNT(*) AS purchase_orders,
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								                SUM(amount_total) AS purchase_amount,
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								                COUNT(*) FILTER (WHERE priority = '1') AS priority_orders
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								            FROM purchase_order
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								            WHERE
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								                company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND date_order::date = CURRENT_DATE
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								        """
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								        self.env.cr.execute(query, (company,))
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								        today_data = self.env.cr.dictfetchall()[0]
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								        query = """
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								            SELECT DISTINCT partner_id
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								            FROM purchase_order
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								            WHERE
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								                company_id = %s
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								                AND state IN ('purchase', 'done')
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								                AND date_order::date = CURRENT_DATE
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								                AND NOT EXISTS (
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								                    SELECT 1
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								                    FROM purchase_order
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								                    WHERE
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								                        company_id = %s
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								                        AND state IN ('purchase', 'done')
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								                        AND date_order::date < CURRENT_DATE
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								                        AND partner_id = purchase_order.partner_id)"""
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								        self.env.cr.execute(query, (company, company))
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								        new_vendors = [r['partner_id'] for r in self.env.cr.dictfetchall()]
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								        return {
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								            'purchase_orders': today_data['purchase_orders'],
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								            'purchase_amount': today_data['purchase_amount'],
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								            'priority_orders': today_data['priority_orders'],
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								            'vendors': len(new_vendors),
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								            'vendor_id': new_vendors,
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								        }
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								    @api.model
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								    def get_select_mode_data(self, args):
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								        """Get data based on the selected filters
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								        :param args: Selected filter
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								        :type args: str
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								        :return: Data based on the selected filter
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								        :rtype: dict or False"""
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								        data = {
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								            'this_year': self.get_yearly_data,
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								            'this_month': self.get_monthly_data,
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								            'this_week': self.get_weekly_data,
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								            'today': self.get_today_data,
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						|
								        }.get(args)
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								        return data() if data else False
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						|
								
							 | 
						|
								    def execute_query(self, query, args):
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						|
								        """Returns quantity/count regarding the top entities
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						|
								        :param query: SQL query to be executed
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						|
								        :type query: str
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						|
								        :param args: Query parameters
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						|
								        :type args: str
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						|
								        :return: Query results
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						|
								        :rtype: list"""
							 | 
						|
								        self._cr.execute(query)
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						|
								        results = self._cr.dictfetchall()
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						|
								        final = []
							 | 
						|
								        if args == 'top_product':
							 | 
						|
								            final = [[record.get('total_quantity') for record in results],
							 | 
						|
								                     [record.get('product_name') for record in results]]
							 | 
						|
								        elif args == 'top_vendor':
							 | 
						|
								            final = [[record.get('count') for record in results],
							 | 
						|
								                     [record.get('name') for record in results]]
							 | 
						|
								        elif args == 'top_rep':
							 | 
						|
								            final = [[record.get('count') for record in results],
							 | 
						|
								                     [record.get('name') for record in results]]
							 | 
						|
								        return final
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def get_top_chart_data(self, args):
							 | 
						|
								        """Get top chart data based on the selected filter.
							 | 
						|
								         :param args: Selected filter
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						|
								        :type args: str
							 | 
						|
								        :return: Top chart data
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						|
								        :rtype: list"""
							 | 
						|
								        query = ''
							 | 
						|
								        company_id = self.env.company.id
							 | 
						|
								        if args == 'top_product':
							 | 
						|
								            query = f'''
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						|
								                SELECT DISTINCT(product_template.name) as product_name,
							 | 
						|
								                SUM(product_qty) as total_quantity 
							 | 
						|
								                FROM purchase_order_line 
							 | 
						|
								                INNER JOIN product_product ON 
							 | 
						|
								                product_product.id=purchase_order_line.product_id 
							 | 
						|
								                INNER JOIN product_template ON 
							 | 
						|
								                product_product.product_tmpl_id = product_template.id 
							 | 
						|
								                WHERE purchase_order_line.company_id = {company_id} 
							 | 
						|
								                GROUP BY product_template.id 
							 | 
						|
								                ORDER BY total_quantity DESC 
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						|
								                LIMIT 10
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						|
								            '''
							 | 
						|
								        elif args == 'top_vendor':
							 | 
						|
								            query = f'''
							 | 
						|
								                SELECT partner.name, COUNT(po.id) as count
							 | 
						|
								                FROM purchase_order po
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						|
								                JOIN res_partner partner ON po.partner_id = partner.id
							 | 
						|
								                WHERE po.company_id = {company_id}
							 | 
						|
								                GROUP BY partner.name
							 | 
						|
								                ORDER BY count DESC 
							 | 
						|
								                LIMIT 10
							 | 
						|
								            '''
							 | 
						|
								        elif args == 'top_rep':
							 | 
						|
								            query = f'''
							 | 
						|
								                SELECT partner.name, COUNT(po.id) as count
							 | 
						|
								                FROM purchase_order po
							 | 
						|
								                JOIN res_users users ON po.user_id = users.id
							 | 
						|
								                JOIN res_partner partner ON users.partner_id = partner.id
							 | 
						|
								                WHERE po.company_id = {company_id}
							 | 
						|
								                GROUP BY partner.name
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						|
								                ORDER BY count DESC
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						|
								                LIMIT 10
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						|
								            '''
							 | 
						|
								        final = self.execute_query(query, args)
							 | 
						|
								        return final
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def get_orders_by_month(self):
							 | 
						|
								        """Get purchase orders grouped by month.
							 | 
						|
								        :return: Purchase orders by month
							 | 
						|
								        :rtype: dict"""
							 | 
						|
								        query = f"""select count(*), EXTRACT(month from date_order) as dates
							 | 
						|
								            from purchase_order po
							 | 
						|
								            where company_id = {self.env.company.id} and state = 'purchase'
							 | 
						|
								            group by dates"""
							 | 
						|
								        self.env.cr.execute(query, (self.env.company.id,))
							 | 
						|
								        cr = self.env.cr.dictfetchall()
							 | 
						|
								        month = []
							 | 
						|
								        for rec in cr:
							 | 
						|
								            month.append(int(rec['dates']))
							 | 
						|
								            rec.update({
							 | 
						|
								                'count': rec['count'],
							 | 
						|
								                'dates': calendar.month_name[int(rec['dates'])],
							 | 
						|
								                'month': int(rec['dates'])
							 | 
						|
								            })
							 | 
						|
								        for rec in range(1, 13):
							 | 
						|
								            if rec not in month:
							 | 
						|
								                cr.append({
							 | 
						|
								                    'count': 0,
							 | 
						|
								                    'dates': calendar.month_name[rec],
							 | 
						|
								                    'month': rec
							 | 
						|
								                })
							 | 
						|
								        cr = sorted(cr, key=lambda i: i['month'])
							 | 
						|
								        return {
							 | 
						|
								            'count': [rec['count'] for rec in cr],
							 | 
						|
								            'dates': [rec['dates'] for rec in cr]
							 | 
						|
								        }
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def purchase_vendors(self):
							 | 
						|
								        """Get a list of purchase vendors.
							 | 
						|
								        :return: List of purchase vendors in the format
							 | 
						|
								        [{'id': vendor_id, 'name': vendor_name}]
							 | 
						|
								        :rtype: list"""
							 | 
						|
								        company_id = self.env.company.id
							 | 
						|
								        query = """
							 | 
						|
								            SELECT partner.id, partner.name
							 | 
						|
								            FROM purchase_order po
							 | 
						|
								            INNER JOIN res_partner partner ON po.partner_id = partner.id
							 | 
						|
								            WHERE po.company_id = %s
							 | 
						|
								            GROUP BY partner.id
							 | 
						|
								        """
							 | 
						|
								        self._cr.execute(query, (company_id,))
							 | 
						|
								        return self._cr.dictfetchall()
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def purchase_vendor_details(self, args):
							 | 
						|
								        """Get purchase details for a specific vendor.
							 | 
						|
								        :param args: Vendor ID
							 | 
						|
								        :type args: int
							 | 
						|
								        :return: Purchase details for the specific vendor
							 | 
						|
								        :rtype: dict"""
							 | 
						|
								        company_id = self.env.company.id
							 | 
						|
								        partner = int(args) if args else 1
							 | 
						|
								        query = """
							 | 
						|
								            SELECT count(po.id),SUM(po.amount_total), EXTRACT(MONTH from 
							 | 
						|
								            po.date_order) as dates 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN res_partner ON res_partner.id = po.partner_id 
							 | 
						|
								            WHERE po.company_id = %s and po.partner_id = %s 
							 | 
						|
								            GROUP BY dates
							 | 
						|
								        """
							 | 
						|
								        self._cr.execute(query, (company_id, partner))
							 | 
						|
								        partner_orders = self._cr.dictfetchall()
							 | 
						|
								        query_draft = """
							 | 
						|
								            SELECT count(po.id),SUM(po.amount_total), EXTRACT(MONTH from 
							 | 
						|
								            po.date_order) as dates 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN res_partner ON res_partner.id = po.partner_id 
							 | 
						|
								            WHERE po.state in ('draft', 'sent') and po.company_id = %s and 
							 | 
						|
								            po.partner_id = %s 
							 | 
						|
								            GROUP BY dates"""
							 | 
						|
								        self._cr.execute(query_draft, (company_id, partner))
							 | 
						|
								        draft_orders = self._cr.dictfetchall()
							 | 
						|
								        approve_qry = """
							 | 
						|
								            SELECT count(po.id),SUM(po.amount_total), EXTRACT(MONTH from 
							 | 
						|
								            po.date_order) as dates 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN res_partner ON res_partner.id = po.partner_id 
							 | 
						|
								            WHERE po.state = 'to approve' and po.company_id = %s and 
							 | 
						|
								            po.partner_id = %s 
							 | 
						|
								            GROUP BY dates"""
							 | 
						|
								        self._cr.execute(approve_qry, (company_id, partner))
							 | 
						|
								        approve_orders = self._cr.dictfetchall()
							 | 
						|
								        cancel_qry = """
							 | 
						|
								            SELECT count(po.id),SUM(po.amount_total), EXTRACT(MONTH from 
							 | 
						|
								            po.date_order) as dates 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN res_partner ON res_partner.id = po.partner_id 
							 | 
						|
								            WHERE po.state = 'cancel' and po.company_id = %s and po.partner_id 
							 | 
						|
								            = %s 
							 | 
						|
								            GROUP BY dates"""
							 | 
						|
								        self._cr.execute(cancel_qry, (company_id, partner))
							 | 
						|
								        cancel_orders = self._cr.dictfetchall()
							 | 
						|
								        all_orders = {
							 | 
						|
								            'partner_orders': partner_orders, 'draft_orders': draft_orders,
							 | 
						|
								            'approve_orders': approve_orders, 'cancel_orders': cancel_orders}
							 | 
						|
								        for order_type, order_list in all_orders.items():
							 | 
						|
								            order_months = []
							 | 
						|
								            for rec in order_list:
							 | 
						|
								                order_months.append(int(rec.get('dates')))
							 | 
						|
								            for rec in range(1, 13):
							 | 
						|
								                if rec not in order_months:
							 | 
						|
								                    vals = {'sum': 0.0, 'dates': rec, 'count': 0}
							 | 
						|
								                    order_list.append(vals)
							 | 
						|
								            all_orders[order_type] = sorted(
							 | 
						|
								                order_list, key=lambda order: order['dates'])
							 | 
						|
								        value = {
							 | 
						|
								            'purchase_amount': [record.get('sum') for record in
							 | 
						|
								                                partner_orders],
							 | 
						|
								            'po_count': [record.get('count') for record in partner_orders],
							 | 
						|
								            'draft_amount': [record.get('sum') for record in draft_orders],
							 | 
						|
								            'draft_count': [record.get('count') for record in draft_orders],
							 | 
						|
								            'approve_amount': [record.get('sum') for record in approve_orders],
							 | 
						|
								            'approve_count': [record.get('count') for record in
							 | 
						|
								                              approve_orders],
							 | 
						|
								            'cancel_amount': [record.get('sum') for record in cancel_orders],
							 | 
						|
								            'cancel_count': [record.get('count') for record in cancel_orders],
							 | 
						|
								            'dates': [record.get('dates') for record in partner_orders],
							 | 
						|
								        }
							 | 
						|
								        return value
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def get_pending_purchase_data(self):
							 | 
						|
								        """Get pending purchase orders data.
							 | 
						|
								        :return: Data of pending purchase orders
							 | 
						|
								        :rtype: dict"""
							 | 
						|
								        company = self.env.company.id
							 | 
						|
								        query = """
							 | 
						|
								            SELECT po.name, po.id, rp.name as partner_name, po.date_planned, 
							 | 
						|
								            po.amount_total, po.state 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN purchase_order_line pol ON pol.order_id = po.id 
							 | 
						|
								            JOIN res_partner rp ON rp.id = po.partner_id 
							 | 
						|
								            WHERE po.date_planned < CURRENT_DATE AND pol.qty_received < 
							 | 
						|
								            pol.product_qty AND po.company_id = %s
							 | 
						|
								            GROUP BY po.id, rp.id
							 | 
						|
								        """
							 | 
						|
								        self._cr.execute(query, (company,))
							 | 
						|
								        orders = self._cr.dictfetchall()
							 | 
						|
								        value = {
							 | 
						|
								            'order': [rec['name'] for rec in orders],
							 | 
						|
								            'vendor': [rec['partner_name'] for rec in orders],
							 | 
						|
								            'amount': [rec['amount_total'] for rec in orders],
							 | 
						|
								            'date': [rec['date_planned'] for rec in orders],
							 | 
						|
								            'state': [rec['state'] for rec in orders],
							 | 
						|
								            'data': [list(val for val in rec.values()) for rec in orders]
							 | 
						|
								        }
							 | 
						|
								        return value
							 | 
						|
								
							 | 
						|
								    @api.model
							 | 
						|
								    def get_upcoming_purchase_data(self):
							 | 
						|
								        """Get upcoming purchase orders data.
							 | 
						|
								        :return: Data of upcoming purchase orders
							 | 
						|
								        :rtype: dict"""
							 | 
						|
								        company = self.env.company.id
							 | 
						|
								        query = """
							 | 
						|
								            SELECT po.name, po.id, rp.name as partner_name, po.date_planned, 
							 | 
						|
								            po.amount_total, po.state 
							 | 
						|
								            FROM purchase_order po 
							 | 
						|
								            JOIN purchase_order_line pol ON pol.order_id = po.id 
							 | 
						|
								            JOIN res_partner rp ON rp.id = po.partner_id 
							 | 
						|
								            WHERE po.date_planned > CURRENT_DATE AND pol.qty_received < 
							 | 
						|
								            pol.product_qty AND po.company_id = %s
							 | 
						|
								            GROUP BY po.id, rp.id
							 | 
						|
								        """
							 | 
						|
								        self._cr.execute(query, (company,))
							 | 
						|
								        orders = self._cr.dictfetchall()
							 | 
						|
								        value = {
							 | 
						|
								            'order': [rec['name'] for rec in orders],
							 | 
						|
								            'vendor': [rec['partner_name'] for rec in orders],
							 | 
						|
								            'amount': [rec['amount_total'] for rec in orders],
							 | 
						|
								            'date': [rec['date_planned'] for rec in orders],
							 | 
						|
								            'state': [rec['state'] for rec in orders],
							 | 
						|
								            'data': [list(val for val in rec.values()) for rec in orders],
							 | 
						|
								        }
							 | 
						|
								        return value
							 | 
						|
								
							 |