APR 20: [ADD] Initial Commit 'amazon_forecast_integration'

amazon_forecast_integration/README.rst

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+.. image:: https://img.shields.io/badge/licence-AGPL--3-blue.svg
+    :target: https://www.gnu.org/licenses/agpl-3.0-standalone.html
+    :alt: License: AGPL-3
+
+Amazon Forecast Integration
+================
+Manage your stock using the forecast report generated based on historical
+time series data
+
+Installation
+------------
+    - www.odoo.com/documentation/16.0/setup/install.html
+    - Install our custom addon
+
+Configuration
+-------------
+* Add the parameter limit_time_real in the conf file with value equal to 7200
+
+Company
+-------
+* `Cybrosys Techno Solutions <https://cybrosys.com/>`__
+
+License
+-------
+Affero General Public License v3.0 (AGPL v3)
+(https://www.gnu.org/licenses/agpl-3.0-standalone.html)
+
+Credits
+-------
+Developer : (V16) Shafna K @ Cybrosys, Contact: odoo@cybrosys.com
+
+Contacts
+--------
+* Mail Contact : odoo@cybrosys.com
+* Website : https://cybrosys.com
+
+Bug Tracker
+-----------
+Bugs are tracked on GitHub Issues. In case of trouble, please check there
+if your issue has already been reported.
+
+Maintainer
+----------
+.. image:: https://cybrosys.com/images/logo.png
+   :target: https://cybrosys.com
+
+This module is maintained by Cybrosys Technologies.
+
+For support and more information, please visit `Our Website <https://cybrosys.com/>`__
+
+Further information
+-------------------
+HTML Description: `<static/description/index.html>`__

amazon_forecast_integration/__init__.py

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+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+from . import models

amazon_forecast_integration/__manifest__.py

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+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+{
+    'name': "Amazon Forecast Integration",
+    'version': '16.0.1.0.0',
+    'category': 'Warehouse',
+    'summary': 'To predict the stock demand.',
+    'description': """
+     This module helps to predict the demand and maintain right level of
+      inventory.
+    """,
+    'sequence': 20,
+    'author': " Cybrosys Techno Solutions",
+    'company': 'Cybrosys Techno Solutions',
+    'website': 'https://www.cybrosys.com',
+    'maintainer': 'Cybrosys Techno Solutions',
+    'support': 'Cybrosys Techno Solutions',
+    'depends': ['base', 'stock'],
+    'data': [
+        'security/ir.model.access.csv',
+        'views/res_config_settings_views.xml',
+        'views/amazon_dataset_views.xml',
+        'views/amazon_fetch_data_views.xml',
+        'views/amazon_bucket_views.xml',
+        'views/menus.xml'
+    ],
+    'assets': {
+        'web.assets_backend': [
+            'https://cdn.jsdelivr.net/npm/chart.js',
+            'https://cdn.jsdelivr.net/npm/chartjs-adapter-date-fns@3.0.0/dist/chartjs-adapter-date-fns.bundle.min.js',
+            'amazon_forecast_integration/static/src/js/graphView.js',
+            'amazon_forecast_integration/static/src/xml/graph_view.xml',
+        ]
+    },
+    'external_dependencies': {'python': ['boto3']},
+    'images': ['static/description/banner.jpg'],
+    'license': 'AGPL-3',
+    'installable': True,
+    'auto_install': False,
+    'application': False,
+}

amazon_forecast_integration/doc/RELEASE_NOTES.md

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+## Module <amazon_forecast_integration>
+
+#### 20.04.2024
+#### Version 16.0.1.0.0
+#### ADD
+
+- Initial Commit for Amazon Forecast Integration

amazon_forecast_integration/models/__init__.py

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+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+from . import amazon_bucket
+from . import amazon_dataset
+from . import amazon_fetch_data
+from . import res_config_settings

amazon_forecast_integration/models/amazon_bucket.py

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+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+import boto3
+import re
+from odoo import fields, models
+from odoo.exceptions import UserError
+
+
+class AmazonBucket(models.Model):
+    """Class to create an Amazon S3 bucket"""
+    _name = "amazon.bucket"
+    _description = "Amazon Bucket"
+    _rec_name = "bucket_name"
+
+    bucket_name = fields.Char(string="Bucket Name", required=True,
+                              help="""Provide the bucket name.
+                                          Eg:
+                                          - docexamplebucket1
+                                          - log-delivery-march-2020
+                                          - my-hosted-content""")
+    state = fields.Selection([
+        ('create_bucket', 'Create Bucket'),
+        ('push_to_bucket', 'Push To bucket'),
+        ('pushed', 'Pushed')
+    ], help="States of bucket creation.", string="State",
+        default='create_bucket')
+    file_path = fields.Char(string="File Path",
+                            help="Provide the file path of your data.")
+    s3_uri = fields.Char(string="S3 URI", help="After pushing the data to s3 "
+                                               "Bucket, URI will be computed.")
+
+    def _validate_bucket_name(self, bucket_name):
+        if len(bucket_name) < 3 or len(bucket_name) > 63:
+            raise ValueError("Bucket name must be between 3 and 63 characters"
+                             " long")
+        if not re.match("^[a-z0-9.-]+$", bucket_name):
+            raise ValueError("Bucket name can consist only of lowercase "
+                             "letters, numbers, dots, and hyphens")
+        if not bucket_name[0].isalnum() or not bucket_name[-1].isalnum():
+            raise ValueError("Bucket name must begin and end with a letter or"
+                             " number")
+        if ".." in bucket_name:
+            raise ValueError("Bucket name must not contain two adjacent "
+                             "periods")
+        if re.match(r"^\d+\.\d+\.\d+\.\d+$", bucket_name):
+            raise ValueError("Bucket name must not be formatted as an "
+                             "IP address")
+        reserved_prefixes = ['xn--', 'sthree-', 'sthree-configurator-']
+        reserved_suffixes = ['-s3alias', '--ol-s3']
+        for prefix in reserved_prefixes:
+            if bucket_name.startswith(prefix):
+                raise ValueError("Bucket name must not start with the "
+                                 "prefix '{prefix}'")
+        for suffix in reserved_suffixes:
+            if bucket_name.endswith(suffix):
+                raise ValueError("Bucket name must not end with the"
+                                 " suffix '{suffix}'")
+        if '.' in bucket_name:
+            raise ValueError("Buckets used with Transfer Acceleration can't "
+                             "have dots (.) in their names")
+
+    def action_s3bucket(self):
+        """Function to create an S3 bucket in Amazon"""
+        file = self.env['amazon.fetch.data'].get_file_path()
+        values = self.env['amazon.dataset'].forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            s3_client = session.client('s3')
+            bucket_name = self.bucket_name
+            try:
+                self._validate_bucket_name(bucket_name)
+            except ValueError as e:
+                raise UserError(e)
+            self.write({
+                'file_path': file
+            })
+            s3_client.create_bucket(
+                Bucket=bucket_name,
+                CreateBucketConfiguration={'LocationConstraint': 'ap-south-1'}
+            )
+            self.write({'state': "push_to_bucket"})
+
+    def action_s3bucket_push(self):
+        """To push the data to Amazon S3 bucket"""
+        values = self.env['amazon.dataset'].forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            s3_client = session.client('s3')
+            s3_resource = session.resource('s3')
+            bucket = s3_resource.Bucket(self.bucket_name)
+            bucket_name = self.bucket_name
+            file_path = self.file_path
+            with open(file_path, 'rb') as file:
+                s3_client.put_object(Body=file, Bucket=bucket_name,
+                                     Key=file_path)
+            for object_summary in bucket.objects.all():
+                object_key = object_summary.key
+                self.write({
+                    's3_uri': f"s3://{self.bucket_name}/{object_key}",
+                })
+            self.write({'state': "pushed"})

amazon_forecast_integration/models/amazon_dataset.py

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+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+import boto3
+import json
+import time
+from odoo import api, fields, models, _
+from odoo.exceptions import UserError
+
+
+class AmazonDataset(models.Model):
+    """Class to create a forecast of stock"""
+    _name = "amazon.dataset"
+    _description = "Amazon Dataset"
+    _rec_name = "table_name"
+
+    table_name = fields.Char(string="Table Name", required=True,
+                             help="Provide the table name.")
+    role_name = fields.Char(string="Role Name",
+                            help="Provide the Role name.")
+    policy_name = fields.Char(string="Policy Name",
+                              help="Provide the Policy name.")
+    dataset_group = fields.Char(string="Dataset Group",
+                                help="Provide the Dataset Group name.")
+    dataset = fields.Char(string="Dataset",
+                          help="Provide the Dataset name.")
+    state = fields.Selection([
+        ('table', "Table"),
+        ('role', "Role"),
+        ('kms', "KMS"),
+        ('policy', "Policy"),
+        ('dataset', "Dataset"),
+        ('import_dataset', "Import Dataset"),
+        ('predictor', "Predictor"),
+        ('forecast', "Forecast"),
+        ('query_forecast', "Query Forecast"),
+    ], default="table", string="State",
+        help="States of dataset creation.")
+    table_arn = fields.Char(string="Table ARN",
+                            help="Table arn will be computed based on table"
+                                 " name provided after creating the table.")
+    role_arn = fields.Char(string="Role Arn", help="Role Arn will be computed "
+                                                   "after Role is created.")
+    policy_arn = fields.Char(string="Policy Arn",
+                             help="Policy Arn will be created after the "
+                                  "policy is created.")
+    kms_alias = fields.Char(string="KMS Alias Name",
+                            help="Provide an Alias name for KMS.")
+    kms_arn = fields.Char(string="KMS Arn", help="KMS Arn will be created "
+                                                 "after KMS key is created.")
+    dataset_group_arn = fields.Char(string="Dataset Group Arn",
+                                    help="Dataset Group Arn will be created "
+                                         "after Dataset Group is created.")
+    dataset_arn = fields.Char(string="Dataset Arn",
+                              help="Dataset Arn will be craeted after"
+                                   " Dataset is created.")
+    forecast_frequency = fields.Selection([
+        ('D', 'Days'),
+        ('W', 'Weeks'),
+        ('M', 'Months'),
+        ('Y', 'Years'),
+        ('T', 'Minutes'),
+        ('H', 'Hours'),
+    ], default='D', string="Forecast Frequency", help="Choose the frequency"
+                                                      " for forecasting.")
+    import_job_name = fields.Char(string="Import Job Name",
+                                  help="Provide the import job name.")
+    import_job_arn = fields.Char(string="Import Job Arn",
+                                 help="Import job Arn will be computed after"
+                                      " import job is done.")
+    predictor_name = fields.Char(string="Predictor Name",
+                                 help="Provide a name for Predictor function.")
+    predictor_algorithm = fields.Selection([
+        ('arn:aws:forecast:::algorithm/ARIMA', 'ARIMA'),
+        ('arn:aws:forecast:::algorithm/CNN-QR', 'CNN-QR'),
+        ('arn:aws:forecast:::algorithm/NPTS', 'NPTS'),
+        ('arn:aws:forecast:::algorithm/MQRNN', 'MQRNN'),
+    ], string="Algorithm", default='arn:aws:forecast:::algorithm/ARIMA',
+        help="Choose desired Predictor Algorithm.")
+    predictor_arn = fields.Char(string="Predictor Arn",
+                                help="Predictor Arn will be computed after "
+                                     "predictor function is created.")
+    forecast_name = fields.Char(string="Forecast Name",
+                                help="Provide the name for forecast function.")
+    forecast_arn = fields.Char(string="Forecast Arn",
+                               help="Forecast Arn will be computed after "
+                                    "forecasting is completed.")
+    item_id = fields.Char(string="Item id",
+                          help="Provide the name of product you want to know "
+                               "the forecasting.")
+    bucket_id = fields.Many2one('amazon.bucket', string="Bucket",
+                                help="Choose the bucket name "
+                                                    "from which the data must"
+                                                    "be taken.")
+
+    def forecast_values(self):
+        """To connect with the Amazon Forecast services using credentials"""
+        amazon_forecast = self.env['ir.config_parameter'].sudo().get_param(
+            'amazon_forecast_integration.amazon_forecast')
+        amazon_access_key = self.env['ir.config_parameter'].sudo().get_param(
+            'amazon_forecast_integration.amazon_access_key')
+        amazon_secret_access_key = self.env[
+            'ir.config_parameter'].sudo().get_param(
+            'amazon_forecast_integration.amazon_secret_access_key')
+        amazon_region = self.env['ir.config_parameter'].sudo().get_param(
+            'amazon_forecast_integration.amazon_region')
+        return {
+            'amazon_forecast': amazon_forecast,
+            'amazon_access_key': amazon_access_key,
+            'amazon_secret_access_key': amazon_secret_access_key,
+            'amazon_region': amazon_region,
+        }
+
+    def action_create_table(self):
+        """To create a dynamodb in Amazon Forecast"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            dynamodb_client = session.client('dynamodb')
+            try:
+                response = dynamodb_client.create_table(
+                    TableName=self.table_name,
+                    AttributeDefinitions=[
+                        {
+                            'AttributeName': 'id',
+                            'AttributeType': 'N'
+                        }
+                    ],
+                    KeySchema=[
+                        {
+                            'AttributeName': 'id',
+                            'KeyType': 'HASH'
+                        }
+                    ],
+                    ProvisionedThroughput={
+                        'ReadCapacityUnits': 5,
+                        'WriteCapacityUnits': 5
+                    }
+                )
+                self.write({
+                    'state': 'role',
+                    'table_arn': response['TableDescription']['TableArn']
+                })
+            except dynamodb_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_create_role(self):
+        """To create a Role for Forecasting"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            assume_role_policy_document = {
+                "Version": "2012-10-17",
+                "Statement": [
+                    {
+                        "Effect": "Allow",
+                        "Principal": {
+                            "Service": "forecast.amazonaws.com"
+                        },
+                        "Action": "sts:AssumeRole"
+                    }
+                ]
+            }
+            iam_client = session.client('iam')
+            try:
+                response = iam_client.create_role(
+                    RoleName=self.role_name,
+                    AssumeRolePolicyDocument=json.dumps(
+                        assume_role_policy_document)
+                )
+                self.write({
+                    'state': 'kms',
+                    'role_arn': response['Role']['Arn']
+                })
+            except iam_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_create_kms(self):
+        """To create a Key Management Service in AWS"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            kms_client = session.client('kms')
+            response = kms_client.create_key(
+                Description='KMS Key'
+            )
+            key_id = response['KeyMetadata']['KeyId']
+            key_response = kms_client.describe_key(KeyId=key_id)
+            key_arn = key_response['KeyMetadata']['Arn']
+            self.write({
+                'kms_arn': key_arn,
+            })
+            kms_client.create_alias(
+                AliasName='alias/'+self.kms_alias,
+                TargetKeyId=key_id
+            )
+            kms_client.create_grant(
+                KeyId=key_id,
+                GranteePrincipal=self.role_arn,
+                Operations=['Encrypt', 'Decrypt']
+            )
+            self.write({
+                'state': 'policy'
+            })
+            return key_id
+
+    def action_create_policy(self):
+        """To create a policies for the role and attach it with the role"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            iam_client = session.client('iam')
+            sts_client = session.client('sts')
+            response = sts_client.get_caller_identity()
+            account_id = response['Account']
+            policy_name = self.policy_name
+            policy_document = {
+                "Version": "2012-10-17",
+                "Statement": [
+                    {
+                        "Effect": "Allow",
+                        "Action": [
+                            "s3:ListBucket"
+                        ],
+                        "Resource": "arn:aws:s3:::"+self.bucket_id.bucket_name
+                    },
+                    {
+                        "Effect": "Allow",
+                        "Action": [
+                            "s3:GetObject",
+                            "s3:PutObject"
+                        ],
+                        "Resource":
+                            "arn:aws:s3:::"+self.bucket_id.bucket_name+"/*"
+                    },
+                    {
+                        "Effect": "Allow",
+                        "Action": [
+                            "dynamodb:PutItem",
+                            "dynamodb:GetItem"
+                        ],
+                        "Resource": self.table_arn
+                    },
+                    {
+                        "Effect": "Allow",
+                        "Action": [
+                            "kms:Encrypt",
+                            "kms:Decrypt",
+                            "kms:ReEncrypt*",
+                            "kms:GenerateDataKey*",
+                            "kms:DescribeKey",
+                            "kms:CreateGrant"
+                        ],
+                        "Resource": self.kms_arn
+                    }
+                ]
+            }
+            response = iam_client.create_policy(
+                PolicyName=policy_name,
+                PolicyDocument=json.dumps(policy_document),
+            )
+            self.write({
+                'policy_arn': response['Policy']['Arn']
+            })
+            try:
+                iam_client.put_role_policy(
+                    RoleName=self.role_name,
+                    PolicyName=policy_name,
+                    PolicyDocument=json.dumps(policy_document)
+                )
+            except Exception as e:
+                raise UserError(e)
+            try:
+                policy_arn1 = 'arn:aws:iam::aws:policy/AmazonS3FullAccess'
+                policy_arn2 = (
+                        'arn:aws:iam::'+account_id+':policy/'+self.policy_name)
+                iam_client.attach_role_policy(
+                    RoleName=self.role_name,
+                    PolicyArn=policy_arn1
+                )
+                iam_client.attach_role_policy(
+                    RoleName=self.role_name,
+                    PolicyArn=policy_arn2
+                )
+                self.write({
+                    'state': 'dataset'
+                })
+            except iam_client.exceptions.ClientError as e:
+                raise UserError(e)
+            except iam_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_create_dataset(self):
+        """To create required Dataset for forecasting"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            dataset_group_name = self.dataset_group
+            forecast_client = session.client('forecast')
+            try:
+                dataset_group_response = forecast_client.create_dataset_group(
+                    DatasetGroupName=dataset_group_name,
+                    Domain='RETAIL',
+                    Tags=[
+                        {'Key': 'Name', 'Value': dataset_group_name}
+                    ]
+                )
+                self.write({'dataset_group_arn': dataset_group_response[
+                    'DatasetGroupArn']})
+                dataset_name = self.dataset
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+            try:
+                schema = {
+                    "Attributes": [
+                        {"AttributeName": "item_id",
+                         "AttributeType": "string"},
+                        {"AttributeName": "timestamp",
+                         "AttributeType": "timestamp"},
+                        {"AttributeName": "demand",
+                         "AttributeType": "float"},
+                        {"AttributeName": "id", "AttributeType": "string"},
+                        {"AttributeName": "reference",
+                         "AttributeType": "string"},
+                        {"AttributeName": "location_id",
+                         "AttributeType": "string"},
+                        {"AttributeName": "location_dest_id",
+                         "AttributeType": "string"},
+                        {"AttributeName": "origin",
+                         "AttributeType": "string"},
+                    ]
+                }
+                dataset_response = forecast_client.create_dataset(
+                    DatasetName=dataset_name,
+                    DatasetType='TARGET_TIME_SERIES',
+                    Domain='RETAIL',
+                    DataFrequency=self.forecast_frequency,
+                    Schema=schema,
+                    EncryptionConfig={
+                        'RoleArn': self.role_arn,
+                        'KMSKeyArn': self.kms_arn,
+                    }
+                )
+                self.write({
+                    'dataset_arn': dataset_response['DatasetArn']
+                })
+                forecast_client.update_dataset_group(
+                    DatasetGroupArn=self.dataset_group_arn,
+                    DatasetArns=[self.dataset_arn])
+                self.write({
+                    'state': 'import_dataset'
+                })
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_import_dataset(self):
+        """To import dataset from Amazon S3 bucket"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            forecast_client = session.client('forecast')
+            try:
+                response = forecast_client.create_dataset_import_job(
+                    DatasetImportJobName=self.import_job_name,
+                    DatasetArn=self.dataset_arn,
+                    DataSource={
+                        'S3Config': {
+                            'Path': self.bucket_id.s3_uri,
+                            'RoleArn': self.role_arn
+                        }
+                    }
+                )
+                self.write({
+                    'import_job_arn': response['DatasetImportJobArn'],
+                    'state': 'predictor'
+                })
+                while True:
+                    response = forecast_client.describe_dataset_import_job(
+                        DatasetImportJobArn=self.import_job_arn)
+                    status = response['Status']
+                    if status == 'ACTIVE':
+                        break
+                    elif status == 'FAILED' or status == 'CREATE_FAILED':
+                        raise UserError(_('Error: Dataset Import Job failed.'))
+                        break
+                    else:
+                        time.sleep(10)
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_create_predictor(self):
+        """To create the predictor function for forecasting"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            forecast_client = session.client('forecast')
+            try:
+                response_group = forecast_client.describe_dataset_group(
+                    DatasetGroupArn=self.dataset_group_arn)
+                dataset_arns = response_group['DatasetArns']
+                while True:
+                    all_datasets_imported = True
+                    for dataset_arn in dataset_arns:
+                        response = forecast_client.list_dataset_import_jobs(
+                            Filters=[{'Key': 'DatasetArn',
+                                      'Value': dataset_arn,
+                                      'Condition': 'IS'}])
+                        import_jobs = response["DatasetImportJobs"]
+                        if (len(import_jobs) == 0 or
+                                import_jobs[0]["Status"] != "ACTIVE"):
+                            all_datasets_imported = False
+                            break
+                    if all_datasets_imported:
+                        break
+                    time.sleep(10)
+                response = forecast_client.describe_dataset(
+                    DatasetArn=self.dataset_arn)
+                featurization_config = response['DataFrequency']
+                response = forecast_client.create_predictor(
+                    PredictorName=self.predictor_name,
+                    AlgorithmArn=self.predictor_algorithm,
+                    ForecastHorizon=1,
+                    PerformAutoML=False,
+                    PerformHPO=False,
+                    InputDataConfig={
+                        'DatasetGroupArn': self.dataset_group_arn,
+                    },
+                    FeaturizationConfig={
+                        'ForecastFrequency': featurization_config,
+                    }
+                )
+                self.write({
+                    'predictor_arn': response['PredictorArn'],
+                    'state': 'forecast'
+                })
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    def action_create_forecast(self):
+        """To create the forecast based on our data"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            forecast_client = session.client('forecast')
+            try:
+                response = forecast_client.create_forecast(
+                    ForecastName=self.forecast_name,
+                    PredictorArn=self.predictor_arn
+                )
+                self.write({
+                    'forecast_arn': response['ForecastArn'],
+                    'state': 'query_forecast'
+                })
+                while True:
+                    response = forecast_client.describe_forecast(
+                        ForecastArn=response['ForecastArn'])
+                    status = response['Status']
+                    if status == 'ACTIVE':
+                        break
+                    elif status == 'FAILED':
+                        raise UserError(_('Error: Forecast creation failed.'))
+                        break
+                    else:
+                        time.sleep(10)
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+        time.sleep(60)
+
+    def query_forecast(self):
+        """To get the forecast result"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            forecast_client = session.client('forecastquery')
+            try:
+                forecast_client.query_forecast(
+                    ForecastArn=self.forecast_arn,
+                    Filters={
+                        'item_id': self.item_id
+                    }
+                )
+                return {
+                    'type': 'ir.actions.client',
+                    'tag': 'forecast',
+                }
+            except forecast_client.exceptions.ClientError as e:
+                raise UserError(e)
+
+    @api.model
+    def get_query_result(self):
+        """To get the response from the query forecast"""
+        values = self.forecast_values()
+        amazon_forecast = values['amazon_forecast']
+        if amazon_forecast:
+            amazon_access_key = values['amazon_access_key']
+            amazon_secret_access_key = values['amazon_secret_access_key']
+            amazon_region = values['amazon_region']
+            session = boto3.Session(
+                aws_access_key_id=amazon_access_key,
+                aws_secret_access_key=amazon_secret_access_key,
+                region_name=amazon_region
+            )
+            forecast_client = session.client('forecastquery')
+            data = self.search([], limit=1)
+            response = forecast_client.query_forecast(
+                ForecastArn=data.forecast_arn,
+                Filters={
+                    'item_id': data.item_id
+                }
+            )
+            forecast_result = response['Forecast']['Predictions']
+            return forecast_result

amazon_forecast_integration/models/amazon_fetch_data.py

@@ -0,0 +1,86 @@
+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+import csv
+import xmlrpc.client
+from odoo import fields, models, _
+
+
+class AmazonFetchData(models.Model):
+    """Class for fetching the data from our database"""
+    _name = "amazon.fetch.data"
+    _description = "To Fetch Data"
+    _rec_name = "db_name"
+
+    url = fields.Char(string="URL", required=True,
+                      help="Provide the URL in correct format.")
+    db_name = fields.Char(string="Database Name", required=True,
+                          help="Provide the database name.")
+    db_username = fields.Char(string="Database Username", required=True,
+                              help="Provide the Username.")
+    db_password = fields.Char(string="Database Password", required=True,
+                              help="Provide the db password.")
+    csv_file_path = fields.Char(string="File Path", required=True,
+                                help="Provide the file location path.")
+
+    def action_fetch_data(self):
+        """To fetch the data from the database"""
+        common = xmlrpc.client.ServerProxy(f'{self.url}/xmlrpc/2/common')
+        uid = common.authenticate(self.db_name, self.db_username,
+                                  self.db_password, {})
+        model = xmlrpc.client.ServerProxy(f'{self.url}/xmlrpc/2/object')
+        model_name = 'stock.move'
+        field = ['product_id', 'date', 'product_uom_qty', 'id', 'reference',
+                 'location_id', 'location_dest_id', 'origin']
+        data = model.execute_kw(self.db_name, uid, self.db_password,
+                                model_name, 'search_read',
+                                [[]], {'fields': field})
+        for item in data:
+            item['product_id'] = item['product_id'][1] if item[
+                'product_id'] else ''
+            item['location_id'] = item['location_id'][1] if item[
+                'location_id'] else ''
+            item['location_dest_id'] = item['location_dest_id'][1] if item[
+                'location_dest_id'] else ''
+        for items in data:
+            items['item_id'] = items.pop('product_id', '')
+            items['timestamp'] = items.pop('date', '')
+            items['demand'] = items.pop('product_uom_qty', '')
+
+        new_headers = ['item_id', 'timestamp', 'demand', 'id', 'reference',
+                       'location_id', 'location_dest_id', 'origin']
+        with open(self.csv_file_path, 'w', newline='') as csv_file:
+            writer = csv.DictWriter(csv_file, fieldnames=new_headers)
+            writer.writeheader()
+            writer.writerows(data)
+        return {
+            'name': _('Push to Bucket'),
+            'type': 'ir.actions.act_window',
+            'res_model': 'amazon.bucket',
+            'view_mode': 'form',
+            'target': 'current'
+        }
+
+    def get_file_path(self):
+        """To get the file path"""
+        data = self.search([], limit=1)
+        file_path = data.csv_file_path
+        return file_path

amazon_forecast_integration/models/res_config_settings.py

@@ -0,0 +1,77 @@
+# -*- coding: utf-8 -*-
+###############################################################################
+#
+#    Cybrosys Technologies Pvt. Ltd.
+#
+#    Copyright (C) 2023-TODAY Cybrosys Technologies(<https://www.cybrosys.com>)
+#    Author: Shafna K(odoo@cybrosys.com)
+#
+#    You can modify it under the terms of the GNU AFFERO
+#    GENERAL PUBLIC LICENSE (AGPL v3), Version 3.
+#
+#    This program is distributed in the hope that it will be useful,
+#    but WITHOUT ANY WARRANTY; without even the implied warranty of
+#    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+#    GNU AFFERO GENERAL PUBLIC LICENSE (AGPL v3) for more details.
+#
+#    You should have received a copy of the GNU AFFERO GENERAL PUBLIC LICENSE
+#    (AGPL v3) along with this program.
+#    If not, see <http://www.gnu.org/licenses/>.
+#
+###############################################################################
+import boto3
+from botocore.exceptions import ClientError
+from odoo import fields, models, _
+from odoo.exceptions import UserError
+
+
+class ResConfigSettings(models.TransientModel):
+    """Class inheriting the res config settings for adding fields for the
+    authentication of AWS with Odoo"""
+    _inherit = 'res.config.settings'
+
+    amazon_forecast = fields.Boolean(
+        string="Amazon Forecast", required=True,
+        config_parameter='amazon_forecast_integration.amazon_forecast',
+        help="Enable to use Amazon Forecast services.")
+    amazon_access_key = fields.Char(
+        string="Access Key", help="Provide the access key.", required=True,
+        config_parameter='amazon_forecast_integration.amazon_access_key')
+    amazon_secret_access_key = fields.Char(
+        string="Secret Access Key", required=True,
+        config_parameter='amazon_forecast_integration.amazon_secret_access_key',
+        help="Provide the secret access key.")
+    amazon_region = fields.Char(
+        string="Access Key", help="Provide the region.", required=True,
+        config_parameter='amazon_forecast_integration.amazon_amazon_region')
+
+    def authenticate_amazon_forecast(self):
+        """Function to authenticate the AWS connection with Odoo"""
+        try:
+            session = boto3.Session(
+                aws_access_key_id=self.amazon_access_key,
+                aws_secret_access_key=self.amazon_secret_access_key,
+                region_name=self.amazon_region
+            )
+            iam_client = session.client('iam')
+            response = iam_client.list_users()
+            return response
+        except ClientError:
+            error_message = _('Invalid Amazon Forecast credentials. Please'
+                              ' verify your access key and secret key.')
+            raise UserError(error_message)
+
+    def set_values(self):
+        """To set the values in the corresponding fields"""
+        super().set_values()
+        if self.amazon_forecast:
+            self.authenticate_amazon_forecast()
+            self.env['ir.config_parameter'].set_param(
+                'amazon_forecast_integration.amazon_forecast_access_key',
+                self.amazon_access_key or '')
+            self.env['ir.config_parameter'].set_param(
+                'amazon_forecast_integration.amazon_forecast_secret_key',
+                self.amazon_secret_access_key or '')
+            self.env['ir.config_parameter'].set_param(
+                'amazon_forecast_integration.amazon_region',
+                self.amazon_region or '')

amazon_forecast_integration/security/ir.model.access.csv

@@ -0,0 +1,4 @@
+id,name,model_id:id,group_id:id,perm_read,perm_write,perm_create,perm_unlink
+access_amazon_dataset,access.amazon.dataset,model_amazon_dataset,base.group_user,1,1,1,1
+access_amazon_bucket,access.amazon.bucket,model_amazon_bucket,base.group_user,1,1,1,1
+access_amazon_fetch_data,access.amazon.fetch.data,model_amazon_fetch_data,base.group_user,1,1,1,1

amazon_forecast_integration/static/description/index.html

@@ -0,0 +1,657 @@
+<div style="background-color: #714B67; height: 810px; width: 100%; padding: 15px; position: relative;">
+    <!-- TITLE BAR -->
+    <div class="d-flex align-items-center justify-content-between"
+         style="border-bottom: 1px solid #875A7B; padding: 15px; display: flex; justify-content: space-between; align-items: center;">
+        <img src="assets/misc/cybrosys-logo.png" width="42" height="42"
+             style="width: 42px; height: 42px;"/>
+        <div>
+            <div style="color: #7C7BAD; font-size: 14px; font-family: 'Montserrat', sans-serif; font-weight: bold; background-color: white; display: inline-block; padding: 3px 10px; border-radius: 50px;"
+                 class="mr-2">
+                <i class="fa fa-check mr-1"></i>Enterprise
+            </div>
+            <div style="color: #7C7BAD; font-size: 14px; font-family: 'Montserrat', sans-serif; font-weight: bold; background-color: white; display: inline-block; padding: 3px 10px; border-radius: 50px;"
+                 class="mr-2">
+                <i class="fa fa-check mr-1"></i>Odoo.sh
+            </div>
+        </div>
+    </div>
+    <!-- END OF TITLE BAR -->
+    <div class="container">
+        <div class="row">
+            <div class="col-sm-12 col-md-12 col-lg-12">
+                <!-- APP HERO -->
+                <h1 style="color: #FFFFFF; font-weight: bolder; font-size: 50px; text-align: center; margin-top: 50px;">
+                    Amazon Forecast Integration
+                </h1>
+                <p style="color:#FFFFFF; padding: 8px 15px; text-align: center; font-size: 24px;">
+                    This module helps to create Forecast of our Stock based on Demand.
+                </p>
+                <!-- END OF APP HERO -->
+                <img src="assets/screenshots/forecast.gif" class="img-responsive"
+                     style="width: 100%; margin-left: auto; margin-right: auto;"/>
+            </div>
+        </div>
+    </div>
+</div>
+<!-- NAVIGATION SECTION -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px; margin-top: 300px;">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/compass.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Explore This Module</h2>
+</div>
+<div class="row my-4" style="font-family: 'Montserrat', sans-serif;">
+    <div class="col-sm-12 col-md-6 my-3">
+        <a href="#overview">
+            <div class="d-flex justify-content-between align-items-center"
+                 style="background-color: #f5f5f5; padding: 30px; width: 100%;">
+                <div>
+                    <span style="color: #714B67; font-size: 24px; font-weight: 500; display: block;">Overview</span>
+                    <span style="color: #714B67; font-size: 16px; font-weight: 400; color:#282F33;  display: block;">Learn more about this module</span>
+                </div>
+                <img src="assets/misc/right-arrow.png" width="36" height="36"/>
+            </div>
+        </a>
+    </div>
+    <div class="col-sm-12 col-md-6 my-3">
+        <a href="#features">
+            <div class="d-flex justify-content-between align-items-center"
+                 style="background-color: #f5f5f5; padding: 30px; width: 100%;">
+                <div>
+                    <span style="color: #714B67; font-size: 24px; font-weight: 500; display: block;">Features</span>
+                    <span style="color: #714B67; font-size: 16px; font-weight: 400; color:#282F33;  display: block;">View features of this module</span>
+                </div>
+                <img src="assets/misc/right-arrow.png" width="36" height="36"/>
+            </div>
+        </a>
+    </div>
+    <div class="col-sm-12 col-md-6 my-3">
+        <a href="#screenshots">
+            <div class="d-flex justify-content-between align-items-center"
+                 style="background-color: #f5f5f5; padding: 30px; width: 100%;">
+                <div>
+                    <span style="color: #714B67; font-size: 24px; font-weight: 500; display: block;">Screenshots</span>
+                    <span style="color: #714B67; font-size: 16px; font-weight: 400; color:#282F33;  display: block;">View screenshots for this module</span>
+                </div>
+                <img src="assets/misc/right-arrow.png" width="36" height="36"/>
+            </div>
+        </a>
+    </div>
+</div>
+<!-- END OF NAVIGATION SECTION -->
+<!-- OVERVIEW SECTION -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;" id="overview">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/pie-chart.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Overview
+    </h2>
+</div>
+<div class="row"
+     style="font-family: 'Montserrat', sans-serif; font-weight: 400; font-size: 14px; line-height: 200%;">
+    <div class="col-sm-12 py-4">
+        This module helps to get the Forecast Report of our Stock based on the
+        historical Time series Data we provide.
+    </div>
+</div>
+<!-- END OF OVERVIEW SECTION -->
+<!-- FEATURES SECTION -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;" id="features">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/features.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Features
+    </h2>
+</div>
+<div class="row"
+     style="font-family: 'Montserrat', sans-serif; font-weight: 400; font-size: 14px; line-height: 200%;">
+    <div class="col-sm-12 col-md-6">
+        <div class="d-flex align-items-center"
+             style="margin-top: 30px; margin-bottom: 30px">
+            <img src="assets/misc/check-box.png" class="mr-2"/>
+            <span style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;"> Utilize Amazon Forecast to generate Accurate
+                Demand Forecasts based on historical data from Odoo.</span>
+        </div>
+        <div class="d-flex align-items-center"
+             style="margin-top: 30px; margin-bottom: 30px">
+            <img src="assets/misc/check-box.png" class="mr-2"/>
+            <span style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">The Forecasts can be used to optimize Inventory
+                levels and plan Procurement.</span>
+        </div>
+        <div class="d-flex align-items-center"
+             style="margin-top: 30px; margin-bottom: 30px">
+            <img src="assets/misc/check-box.png" class="mr-2"/>
+            <span style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">Forecasting helps to prevent Stock outs and
+                Overstock situations, reducing holding Costs and improving
+                Customer satisfaction.</span>
+        </div>
+    </div>
+</div>
+<!-- END OF FEATURES SECTION -->
+<!-- SCREENSHOTS SECTION -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;"
+     id="screenshots">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/pictures.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Screenshots
+    </h2>
+</div>
+<div class="row">
+    <div class="col-sm-12">
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Login to the Amazon Account and Click on Security
+                Credentials to Create Access key.
+            </h3>
+            <img src="assets/screenshots/forecast-01.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Note down the Access Key and the Secret Access Key generated
+                when Creating the Access Key.
+            </h3>
+            <img src="assets/screenshots/forecast-02.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Provide these Access Key, Secret Access Key and the AWS region
+                in Configuration Settings of Inventory.
+            </h3>
+            <img src="assets/screenshots/forecast-03.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Click on the Menu Item Amazon Forecast and Click on Fetch Data
+                to Fetch the Data for Forecasting,Note that for Forecasting, a
+                Historical Data is needed to get the Result.
+            </h3>
+            <img src="assets/screenshots/forecast-04.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+               Click on the Fetch Data button for Fetching Data.
+            </h3>
+            <img src="assets/screenshots/forecast-05.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Now Click on Amazon Forecast and Click on Bucket to Create
+                Bucket in Amazon S3.Provide a name for the bucket meeting the
+                naming format allowed in S3.
+            </h3>
+            <img src="assets/screenshots/forecast-06.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Click on Push to Bucket Button to push the Data to Amazon S3
+                Bucket.
+            </h3>
+            <img src="assets/screenshots/forecast-07.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                S3 URI field will be Updated and state is changed to Pushed.
+            </h3>
+            <img src="assets/screenshots/forecast-08.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Next, Click on Forecast Menu and Create a Table in Dynamodb
+                and then Table Arn wil be Updated.
+            </h3>
+            <img src="assets/screenshots/forecast-09.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Create Role by clicking on Create Role Button after providing
+                the Role Name.
+            </h3>
+            <img src="assets/screenshots/forecast-10.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Choose the Bucket Name from the Bucket List and Create a KMS
+                Key by giving KMS Alias Name.KMS Arn will be Updated.
+            </h3>
+            <img src="assets/screenshots/forecast-11.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Create Policy by giving policy name and Policy Arn will be
+                Updated.
+            </h3>
+            <img src="assets/screenshots/forecast-12.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Create Dataset Group and Dataset by Clicking on Create Dataset
+                after providing the Dataset Group Name and Dataset Name.
+            </h3>
+            <img src="assets/screenshots/forecast-13.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Import the Dataset from the S3 Bucket by Clicking on Import
+                Dataset Job After giving the Import Job Name. This requires
+                some time and ensure that the Data we are using have enough
+                historical Data.
+            </h3>
+            <img src="assets/screenshots/forecast-14.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                After Importing, now you can Create Predictor function by
+                giving Predictor Name and then CLicking on Create Predictor
+                Button.
+            </h3>
+            <img src="assets/screenshots/forecast-15.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                After completing the Predictor function Creation, Create
+                Forecast by giving the Forecast Name and the Item Id and then
+                the Forecast Arn will be Updated.
+            </h3>
+            <img src="assets/screenshots/forecast-16.png" class="img-thumbnail">
+        </div>
+        <div style="display: block; margin: 30px auto;">
+            <h3 style="font-family: 'Montserrat', sans-serif; font-size: 18px; font-weight: bold;">
+                Clicking on the Query Forecast Button, you can get the Forecast
+                Graph.
+            </h3>
+            <img src="assets/screenshots/forecast-17.png" class="img-thumbnail">
+        </div>
+    </div>
+</div>
+<!-- END OF SCREENSHOTS SECTION -->
+<!-- RELATED PRODUCTS -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/categories.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Related Products
+    </h2>
+</div>
+<div class="row">
+    <div class="col-sm-12">
+        <div id="demo1" class="row carousel slide" data-ride="carousel">
+            <!-- The slideshow -->
+            <div class="carousel-inner" style="padding: 30px;">
+                <div class="carousel-item" style="min-height: 198.656px;">
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/inventory_turnover_report_analysis/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/1.jpg">
+                            </div>
+                        </a>
+                    </div>
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/product_brand_inventory/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/2.png">
+                            </div>
+                        </a>
+                    </div>
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/low_stocks_product_alert/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/3.png">
+                            </div>
+                        </a>
+                    </div>
+                </div>
+                <div class="carousel-item active"
+                     style="min-height: 198.656px;">
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/stock_intercompany_transfer/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/4.png">
+                            </div>
+                        </a>
+                    </div>
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/product_deletion/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/5.png">
+                            </div>
+                        </a>
+                    </div>
+                    <div class="col-xs-12 col-sm-4 col-md-4 mb16 mt16"
+                         style="float:left">
+                        <a href="https://apps.odoo.com/apps/modules/16.0/quick_stock_movement/"
+                           target="_blank">
+                            <div style="border-radius:10px">
+                                <img class="img img-responsive center-block"
+                                     style="border-radius: 0px;"
+                                     src="assets/modules/6.png">
+                            </div>
+                        </a>
+                    </div>
+                </div>
+            </div>
+            <!-- Left and right controls -->
+            <a class="carousel-control-prev" href="#demo1" data-slide="prev"
+               style="width:35px; color:#000"> <span
+                    class="carousel-control-prev-icon"><i
+                    class="fa fa-chevron-left"
+                    style="font-size:24px"></i></span>
+            </a> <a class="carousel-control-next" href="#demo1"
+                    data-slide="next" style="width:35px; color:#000">
+            <span class="carousel-control-next-icon"><i
+                    class="fa fa-chevron-right"
+                    style="font-size:24px"></i></span>
+        </a>
+        </div>
+    </div>
+</div>
+<!-- END OF RELATED PRODUCTS -->
+<!-- OUR SERVICES -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/star.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Our Services</h2>
+</div>
+<div class="container my-5">
+    <div class="row">
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #1dd1a1 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/cogs.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Customization</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #ff6b6b !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/wrench.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Implementation</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #6462CD !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/lifebuoy.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Support</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #ffa801 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/user.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Hire Odoo Developer</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #54a0ff  !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/puzzle.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Integration</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #6d7680 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/update.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Migration</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #786fa6 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/consultation.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Consultancy</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #f8a5c2 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/training.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Implementation</h6>
+        </div>
+        <div class="col-lg-4 d-flex flex-column justify-content-center align-items-center my-4">
+            <div class="d-flex justify-content-center align-items-center mx-3 my-3"
+                 style="background-color: #e6be26 !important; border-radius: 15px !important; height: 80px; width: 80px;">
+                <img src="assets/icons/license.png" class="img-responsive"
+                     height="48px" width="48px">
+            </div>
+            <h6 class="text-center"
+                style="font-family: Montserrat, 'sans-serif' !important; font-weight: bold;">
+                Odoo Licensing Consultancy</h6>
+        </div>
+    </div>
+</div>
+<!--  END OF OUR SERVICES -->
+<!-- OUR INDUSTRIES -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/corporate.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Our Industries
+    </h2>
+</div>
+<div class="container my-5">
+    <div class="row">
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/trading-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Trading</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Easily procure and sell your products</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/pos-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    POS</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Easy configuration and convivial experience</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/education-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Education</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    A platform for educational management</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/manufacturing-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Manufacturing</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Plan, track and schedule your operations</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/ecom-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    E-commerce &amp; Website</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Mobile friendly, awe-inspiring product pages</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/service-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Service Management</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Keep track of services and invoice</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/restaurant-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Restaurant</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    Run your bar or restaurant methodically</p>
+            </div>
+        </div>
+        <div class="col-lg-3">
+            <div class="my-4 d-flex flex-column justify-content-center"
+                 style="background-color: #f6f8f9 !important; border-radius: 0px; padding: 2rem !important; height: 250px !important;">
+                <img src="assets/icons/hotel-black.png"
+                     class="img-responsive mb-3" height="48px" width="48px">
+                <h5 style="font-family: Montserrat, sans-serif !important; color: #000 !important; font-weight: bold;">
+                    Hotel Management</h5>
+                <p style="font-family: Montserrat, sans-serif !important; font-size: 0.9rem !important;">
+                    An all-inclusive hotel management application</p>
+            </div>
+        </div>
+    </div>
+</div>
+<!-- END OF OUR INDUSTRIES -->
+<!-- SUPPORT -->
+<div class="d-flex align-items-center"
+     style="border-bottom: 2px solid #714B67; padding: 15px 0px;">
+    <div class="d-flex justify-content-center align-items-center mr-2"
+         style="background-color: #F5F5F5; border-radius: 0px; width: 40px; height: 40px;">
+        <img src="assets/misc/customer-support.png"/>
+    </div>
+    <h2 class="mt-2"
+        style="font-family: 'Montserrat', sans-serif; font-size: 24px; font-weight: bold;">
+        Support
+    </h2>
+</div>
+<div class="container mt-5">
+    <div class="row">
+        <div class="col-sm-12 col-md-6">
+            <div style="background-color: #F6F8F9; padding: 30px; display: flex; align-items: center;">
+                <div class="mr-4 d-flex justify-content-center align-items-center"
+                     style="background-color: #714B67; display: inline-block; height: 70px; width: 70px; display: flex; align-items: center; justify-content: center;">
+                    <img src="assets/misc/support.png" height="48" width="48"
+                         style="width: 42px; height: 42px;"/>
+                </div>
+                <div>
+                    <h4>Need Help?</h4>
+                    <p style="line-height: 100%;">Got questions or need help?
+                        Get in touch.</p>
+                    <a href="mailto:odoo@cybrosys.com">
+                        <p style="font-weight: 400; font-size: 28px; line-height: 80%; color: #714B67;">
+                            odoo@cybrosys.com</p>
+                    </a>
+                </div>
+            </div>
+        </div>
+        <div class="col-sm-12 col-md-6">
+            <div style="background-color: #F6F8F9; padding: 30px; display: flex; align-items: center;">
+                <div class="mr-4 d-flex justify-content-center align-items-center"
+                     style="background-color: #2AC44D; display: inline-block; height: 70px; width: 70px; display: flex; align-items: center; justify-content: center;">
+                    <img src="assets/misc/whatsapp.png" height="52" width="52"
+                         style="width: 52px; height: 52px;"/>
+                </div>
+                <div>
+                    <h4>WhatsApp</h4>
+                    <p style="line-height: 100%;">Say hi to us on WhatsApp!</p>
+                    <a href="https://api.whatsapp.com/send?phone=918606827707">
+                        <p style="font-weight: 400; font-size: 28px; line-height: 80%; color: #714B67;">
+                            +91 86068 27707</p>
+                    </a>
+                </div>
+            </div>
+        </div>
+    </div>
+    <div class="row">
+        <div class="col-sm-12 my-5 d-flex justify-content-center align-items-center">
+            <img src="assets/misc/logo.png" width="144" height="31"
+                 style="width:144px; height: 31px; margin-top: 40px;"/>
+        </div>
+    </div>
+</div>
+<!-- END OF SUPPORT -->

amazon_forecast_integration/static/src/js/graphView.js

@@ -0,0 +1,97 @@
+/** @odoo-module **/
+
+/**
+ * This module defines a custom Odoo web client action 'forecast'.
+ * The action generates a scatter chart to display forecast data from the
+   'amazon.dataset' model.
+ * The chart represents forecast data for three points: p10, p50, and p90.
+ */
+import { registry } from '@web/core/registry';
+const actionRegistry = registry.category("actions");
+const { useRef, onMounted, useState } = owl;
+import rpc from 'web.rpc';
+import { browser } from '@web/core/browser/browser';
+const { Component } = owl;
+
+class ForecastReport extends Component{
+    /**
+     * It is responsible for initializing the component and its state.
+     */
+     setup(){
+        super.setup(...arguments);
+        this.forecastBarGraph = useRef("bubble-chart");
+        this.FinalData = useState({
+            ForecastData:[],
+        })
+        onMounted(async () =>{
+            await this.forecastGraph();
+        });
+    }
+    /**
+     * The 'forecastGraph' function asynchronously retrieves forecast data from the 'amazon.dataset' model using RPC.
+     * It then generates a scatter chart using the Chart.js library to visualize the data.
+     */
+    async forecastGraph(){
+        let abc = await rpc.query({
+            model:'amazon.dataset',
+            method:'get_query_result',
+        }).then(val => {
+            this.FinalData.ForecastData = val
+        });
+            const { p10, p50, p90 } = this.FinalData.ForecastData
+        function getMonthNameFromDate(dateString) {
+            const date = new Date(dateString);
+            const monthName = date.toLocaleString('default', { month: 'long' });
+            return monthName;
+        }
+        const userDate = p10[0].Timestamp;
+        const monthName = getMonthNameFromDate(userDate);
+        let scatterChart = this.forecastBarGraph.el
+        new Chart(scatterChart, {
+            type: 'scatter',
+            data: {
+                datasets: [{
+                label: 'Forecast in '+ monthName,
+                data: [
+                    { 'date': p10[0].Timestamp, 'demand': p10[0].Value },
+                    { 'date': p50[0].Timestamp, 'demand': p50[0].Value},
+                    { 'date': p90[0].Timestamp, 'demand': p90[0].Value}
+                ],
+                borderColor: 'rgb(0, 0, 255)',
+                backgroundColor: 'rgba(0, 0, 255, 0.5)'
+                }]
+            },
+            options: {
+                parsing: {
+                    xAxisKey: 'date',
+                    yAxisKey: 'demand'
+                },
+                scales: {
+                    y: {
+                        ticks: {
+                            stepSize: 1
+                        }
+                    },
+                    x: {
+                        type: 'time',
+                        time: {
+                            unit: 'day',
+                        },
+                        ticks: {
+                            autoSkip: false,
+                            stepSize: 1,
+                        }
+                    }
+                }
+            }
+        });
+    }
+    goBack() {
+//        this.trigger('back');
+browser.history.go(-1)
+
+
+    }
+}
+ForecastReport.template = "ForecastReport"
+actionRegistry.add('forecast', ForecastReport);

amazon_forecast_integration/static/src/xml/graph_view.xml

@@ -0,0 +1,27 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<!-- QWeb Template for forecast graphical view-->
+<templates id="template" xml:space="preserve">
+    <t t-name="ForecastReport" owl="1">
+        <div>
+            <center>
+                <h1>
+                    Forecast Report
+                </h1>
+            </center>
+        </div>
+        <button class="btn btn-primary" t-on-click="goBack">Go Back</button>
+        <br/><br/>
+        <div class="col-md-5" style="margin-left: 20px;">
+                <div class="shadow-lg p-3 mb-5 bg-white rounded"
+                     style="height: 700px; width: 1000px;">
+                    <h2>Forecast Result</h2>
+                    <span>X axis: Demand</span>
+                    <span> Y Axis: Date</span>
+                    <hr/>
+                    <div class="bar">
+                        <canvas id="bubbleChart" t-ref="bubble-chart"/>
+                    </div>
+                </div>
+        </div>
+    </t>
+</templates>

amazon_forecast_integration/views/amazon_bucket_views.xml

@@ -0,0 +1,40 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!--Tree view of Amazon Bucket lists-->
+    <record id="amazon_bucket_view_tree" model="ir.ui.view">
+        <field name="name">amazon.bucket.view.tree</field>
+        <field name="model">amazon.bucket</field>
+        <field name="arch" type="xml">
+            <tree>
+                <field name="bucket_name"/>
+            </tree>
+        </field>
+    </record>
+    <!--Form View of Amazon Bucket-->
+    <record id="amazon_bucket_view_form" model="ir.ui.view">
+        <field name="name">amazon.bucket.view.form</field>
+        <field name="model">amazon.bucket</field>
+        <field name="arch" type="xml">
+            <form>
+                <header>
+                    <button name="action_s3bucket" string="Create Bucket" type="object" class="oe_highlight"/>
+                    <button name="action_s3bucket_push" string="Push To Bucket" type="object" class="oe_highlight"/>
+                    <field name="state" widget="statusbar"/>
+                </header>
+                <sheet>
+                    <group>
+                        <field name="bucket_name"/>
+                        <field name="file_path" attrs="{'invisible': [('state', 'in', ('create_bucket'))]}"/>
+                        <field name="s3_uri" attrs="{'invisible': [('state', 'in', ('create_bucket', 'push_bucket'))]}"/>
+                    </group>
+                </sheet>
+            </form>
+        </field>
+    </record>
+    <!--Window action amazon bucket creation-->
+    <record id="action_amazon_bucket" model="ir.actions.act_window">
+        <field name="name">Bucket</field>
+        <field name="res_model">amazon.bucket</field>
+        <field name="view_mode">tree,form</field>
+    </record>
+</odoo>

amazon_forecast_integration/views/amazon_dataset_views.xml

@@ -0,0 +1,66 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!--Tree view of amazon dataset for amazon forecasting-->
+    <record id="amazon_dataset_view_tree" model="ir.ui.view">
+        <field name="name">amazon.dataset.view.tree</field>
+        <field name="model">amazon.dataset</field>
+        <field name="arch" type="xml">
+            <tree>
+                <field name="role_name"/>
+            </tree>
+        </field>
+    </record>
+    <!--Form view of amazon dataset for amazon forecasting-->
+    <record id="amazon_dataset_view_form" model="ir.ui.view">
+        <field name="name">amazon.dataset.view.form</field>
+        <field name="model">amazon.dataset</field>
+        <field name="arch" type="xml">
+            <form>
+                <header>
+                    <button name="action_create_table" string="Create Table" type="object" states="table" class="oe_highlight"/>
+                    <button name="action_create_role" string="Create Role" type="object" states="role" class="oe_highlight"/>
+                    <button name="action_create_kms" string="Create KMS" type="object" states="kms" class="oe_highlight"/>
+                    <button name="action_create_policy" string="Create Policy" type="object" states="policy" class="oe_highlight"/>
+                    <button name="action_create_dataset" string="Create Dataset" type="object" states="dataset" class="oe_highlight"/>
+                    <button name="action_import_dataset" string="Import Dataset Job" type="object" states="import_dataset" class="oe_highlight"/>
+                    <button name="action_create_predictor" string="Create Predictor" type="object"  class="oe_highlight"/>
+                    <button name="action_create_forecast" string="Create Forecast" type="object" class="oe_highlight"/>
+                    <button name="query_forecast" string="Query Forecast" type="object" class="oe_highlight"/>
+                    <field name="state" widget="statusbar" statusbar_visible="table,import_dataset,query_forecast"/>
+                </header>
+                <sheet>
+                    <group>
+                        <field name="table_name" />
+                        <field name="table_arn" />
+                        <field name="role_name" attrs="{'invisible': [('state', 'in', ('table'))], 'required': [('state', 'not in', ('table'))]}"/>
+                        <field name="role_arn" attrs="{'invisible': [('state', 'in', ('table'))]}"/>
+                        <field name="bucket_id" attrs="{'invisible': [('state', 'in', ('table', 'role'))], 'required': [('state', 'not in', ('table', 'role'))]}"/>
+                        <field name="kms_alias" attrs="{'invisible': [('state', 'in', ('table', 'role'))], 'required': [('state', 'not in', ('table', 'role'))]}"/>
+                        <field name="kms_arn" attrs="{'invisible': [('state', 'in', ('table', 'role'))]}"/>
+                        <field name="policy_name" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms'))], 'required': [('state', 'not in', ('table', 'role', 'kms'))]}"/>
+                        <field name="policy_arn" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms'))]}"/>
+                        <field name="dataset_group" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy'))], 'required': [('state', 'not in', ('table', 'role', 'kms', 'policy'))]}"/>
+                        <field name="dataset_group_arn"  attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy','dataset'))]}"/>
+                        <field name="dataset" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy'))], 'required': [('state', 'not in', ('table', 'role', 'kms', 'policy'))]}"/>
+                        <field name="dataset_arn"  attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy','dataset'))]}"/>
+                        <field name="forecast_frequency" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy'))]}"/>
+                        <field name="import_job_name" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset'))]}"/>
+                        <field name="import_job_arn" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset'))]}"/>
+                        <field name="predictor_name" attrs="{'invisible': ['|', ('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset')),('import_job_arn', '=', False)]}"/>
+                        <field name="predictor_algorithm" attrs="{'invisible': ['|', ('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset')), ('import_job_arn', '=', False)]}"/>
+                        <field name="predictor_arn" attrs="{'invisible': ['|', ('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset')), ('import_job_arn', '=', False)]}"/>
+                        <field name="forecast_name" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset', 'import_dataset'))], 'required': [('state', 'not in', ('table', 'role', 'kms', 'policy', 'dataset', 'import_dataset'))]}"/>
+                        <field name="item_id" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset', 'import_dataset', 'predictor'))], 'required': [('state', 'not in', ('table', 'role', 'kms', 'policy', 'dataset', 'import_dataset', 'predictor'))]}"/>
+                        <field name="forecast_arn" attrs="{'invisible': [('state', 'in', ('table', 'role', 'kms', 'policy', 'dataset', 'import_dataset', 'predictor'))]}"/>
+                    </group>
+                </sheet>
+            </form>
+        </field>
+    </record>
+    <!--Window action for Amazon Dataset -->
+    <record id="action_amazon_dataset" model="ir.actions.act_window">
+        <field name="name">Forecast</field>
+        <field name="res_model">amazon.dataset</field>
+        <field name="view_mode">tree,form</field>
+    </record>
+</odoo>

amazon_forecast_integration/views/amazon_fetch_data_views.xml

@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!--Tree view for fetching data from database-->
+    <record id="fetch_data_view_tree" model="ir.ui.view">
+        <field name="name">amazon.fetch.data.view.tree</field>
+        <field name="model">amazon.fetch.data</field>
+        <field name="arch" type="xml">
+            <tree>
+                <field name="db_name"/>
+            </tree>
+        </field>
+    </record>
+    <!--Form view for fetching data from database-->
+    <record id="fetch_data_view_form" model="ir.ui.view">
+        <field name="name">amazon.fetch.data.view.form</field>
+        <field name="model">amazon.fetch.data</field>
+        <field name="arch" type="xml">
+            <form>
+                <sheet>
+                    <group>
+                        <field name="url"/>
+                        <field name="db_name"/>
+                        <field name="db_username"/>
+                        <field name="db_password" password="True"/>
+                        <field name="csv_file_path"/>
+                        <button name="action_fetch_data" string="Fetch Data" type="object" class="oe_highlight"/>
+                    </group>
+                </sheet>
+            </form>
+        </field>
+    </record>
+    <!--Window Action of amazon fetch data-->
+    <record id="action_amazon_fetch_data" model="ir.actions.act_window">
+        <field name="name">Fetch Data</field>
+        <field name="res_model">amazon.fetch.data</field>
+        <field name="view_mode">tree,form</field>
+    </record>
+</odoo>

amazon_forecast_integration/views/menus.xml

@@ -0,0 +1,20 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<odoo>
+    <!--Menu items for Amazon forecasting operations-->
+    <menuitem id="menu_stock_forecast"
+              name="Amazon Forecast"
+              parent="stock.menu_stock_root"
+              sequence="15"/>
+    <menuitem id="menu_dynamodb"
+              action="action_amazon_dataset"
+              parent="menu_stock_forecast"
+              sequence="11"/>
+    <menuitem id="menu_s3bucket"
+              action="action_amazon_bucket"
+              parent="menu_stock_forecast"
+              sequence="15"/>
+    <menuitem id="menu_fetch_data"
+              action="action_amazon_fetch_data"
+              parent="menu_stock_forecast"
+              sequence="14"/>
+</odoo>

amazon_forecast_integration/views/res_config_settings_views.xml

@@ -0,0 +1,63 @@
+<?xml version="1.0" encoding="utf-8"?>
+<odoo>
+    <!--Form view for adding field for the authentication with AWS-->
+    <record id="res_config_settings_view_form" model="ir.ui.view">
+        <field name="name">
+            res.config.settings.view.form.inherit.amazon.forecast.integration
+        </field>
+        <field name="model">res.config.settings</field>
+        <field name="inherit_id" ref="stock.res_config_settings_view_form"/>
+        <field name="arch" type="xml">
+            <div name="barcode_setting_container" position="after">
+                <h2>Forecast</h2>
+                <div class="row mt16 o_settings_container"
+                     name="forecast_setting_container">
+                    <div class="col-12 col-lg-6 o_setting_box"
+                         id="forecast_process">
+                        <div class="o_setting_left_pane">
+                            <field name="amazon_forecast" widget="upgrade_boolean"/>
+                        </div>
+                        <div class="o_setting_right_pane"
+                             id="forecast_settings">
+                            <label for="amazon_forecast"/>
+                            <span class="fa fa-lg fa-building-o"
+                                  title="Values set here are company-specific."
+                                  groups="base.group_multi_company"/>
+                            <div class="text-muted" name="stock_forecast">
+                                Forecast helps to predict stock and maintain
+                                inventory correctly
+                            </div>
+                            <div class="content-group"
+                                 attrs="{'invisible': [('amazon_forecast','=',False)]}">
+                                <div class="mt16">
+                                    <span class="col-lg-3">Access Key:
+                                        <field name="amazon_access_key"
+                                               attrs="{'required': [('amazon_forecast', '=', True)]}"/>
+                                    </span>
+                                </div>
+                            </div>
+                            <div class="content-group"
+                                 attrs="{'invisible': [('amazon_forecast','=',False)]}">
+                                <div class="mt16">
+                                    <span class="col-lg-3">Secret Access Key:
+                                        <field name="amazon_secret_access_key" password="True"
+                                               attrs="{'required': [('amazon_forecast', '=', True)]}"/>
+                                    </span>
+                                </div>
+                            </div>
+                            <div class="content-group"
+                                 attrs="{'invisible': [('amazon_forecast','=',False)]}">
+                                <div class="mt16">
+                                    <span class="col-lg-3">Region:
+                                        <field name="amazon_region"
+                                               attrs="{'required': [('amazon_forecast', '=', True)]}"/>
+                                    </span>
+                                </div>
+                            </div>
+                        </div>
+                    </div>
+                </div>
+            </div>
+        </field>
+    </record>
+</odoo>