Metadata-Version: 2.1
Name: LucidDynamodb
Version: 1.0.101
Summary: A simple Python wrapper to AWS Dynamodb
Home-page: https://github.com/dineshsonachalam/Lucid-Dynamodb
Author: Dinesh Sonachalam
Author-email: dineshsonachalam@gmail.com
License: MIT
Description: <h1 align="center">
          <a href="https://pypi.org/project/LucidDynamodb" target="_blank">
            <img src="https://i.imgur.com/r9hHHUo.png" alt="LucidDynamodb">
          </a>
        </h1>
        <p align="center">
            <em>A minimalistic wrapper to AWS DynamoDB</em>
        </p>
        
        <p align="center">
            <a href="https://github.com/dineshsonachalam/Lucid-Dynamodb/actions" target="_blank">
                <img src="https://github.com/dineshsonachalam/Lucid-Dynamodb/actions/workflows/pypi-deploy.yml/badge.svg" alt="Deployment">
            </a>
            <a href="https://github.com/dineshsonachalam/Lucid-Dynamodb/actions" target="_blank">
                <img src="https://github.com/dineshsonachalam/Lucid-Dynamodb/workflows/markdown-autodocs/badge.svg" alt="Deployment">
            </a>
            <a href="https://pypi.org/project/LucidDynamodb" target="_blank">
                <img src="https://img.shields.io/pypi/v/LucidDynamodb?color=%2334D058&label=pypi%20package" alt="Package version">
            </a>
            <a href="https://github.com/dineshsonachalam/Lucid-Dynamodb/blob/master/LICENSE" target="_blank">
                <img src="https://badgen.net/github/license/dineshsonachalam/Lucid-Dynamodb" alt="MIT License" height="20">
            </a>
        </p>
        
        ## Table of contents
        - [Installation](#installation)
        - [Example](#example)
            - [Connect to DynamodDB](#connect-to-dynamodb)
            - [Create a new table](#create-a-new-table)
            - [Get all table names](#get-all-table-names)
            - [Create a New Item](#create-a-new-item)
            - [Read an Item](#read-an-item)
            - [Increase an existing attribute value](#increase-an-existing-attribute-value)
            - [Update existing attribute in an item](#update-existing-attribute-in-an-item)
            - [Add a new attribute in an item](#add-a-new-attribute-in-an-item)
            - [Add an attribute to the list](#add-an-attribute-to-the-list)
            - [Add an attribute to the string set](#add-an-attribute-to-the-string-set)
            - [Delete an attribute from the string set](#delete-an-attribute-from-the-string-set)
            - [Delete an attribute from an item](#delete-an-attribute-from-an-item)
            - [Read items by filter](#read-items-by-filter)
            - [Delete a table](#delete-a-table)
        - [Running tests](#running-tests)
        - [Github Workflow Artifacts](#github-workflow-artifacts)
        - [License](#license)
        
        
        ## Installation
        
        <div class="termy">
        
        ```console
        pip install LucidDynamodb
        ```
          
        </div>
        
        **Note:**  <a href="https://gist.github.com/dineshsonachalam/88f55b28c1f0c1ce93421f5a8f33e84a"> Prerequisite for Python3 development </a>
        
        
        ## Example
        
        ### Connect to DynamoDB
        You can connect to DynamoDB by following any of these two ways.
        
        1. Using AWS config
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/using-aws-config-to-connect-to-dynamodb.py) -->
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        2. Using AWS secret key
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/using-aws-secret-to-connect-to-dynamodb.py) -->
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Create a new table
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/1-create-a-new-table.py) -->
        <!-- The below code snippet is automatically added from ./examples/1-create-a-new-table.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        table_schema = {
        	"TableName": "dev_jobs",
        	"KeySchema": [
                {
                    "AttributeName": "company_name",
                    "KeyType": "HASH"
        	    },
                {
                    "AttributeName": "role_id",
                    "KeyType": "RANGE"
        	    }
            ],
        	"AttributeDefinitions": [
                {
                    "AttributeName": "company_name",
                    "AttributeType": "S"
        	    },
                {
                    "AttributeName": "role_id",
                    "AttributeType": "S"
        	    }
             ],
        	"GlobalSecondaryIndexes": [],
        	"ProvisionedThroughput": {
        		"ReadCapacityUnits": 1,
        		"WriteCapacityUnits": 1
        	}
        }
        
        if __name__ == "__main__":
            db = DynamoDb()
            table_creation_status = db.create_table(
                                            TableName=table_schema.get("TableName"),
                                            KeySchema=table_schema.get("KeySchema"),
                                            AttributeDefinitions=table_schema.get("AttributeDefinitions"),
                                            GlobalSecondaryIndexes=table_schema.get("GlobalSecondaryIndexes"),
                                            ProvisionedThroughput=table_schema.get("ProvisionedThroughput")
            )
            if(table_creation_status == True):
                logging.info("{} table created successfully".format(table_schema.get("TableName")))
            else:
                logging.error("{} table creation failed".format(table_schema.get("TableName")))
                
        """
        dineshsonachalam@macbook examples % python 1-create-a-new-table.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:dev_jobs table created successfully
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Get all table names
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/2-get-all-table-names.py) -->
        <!-- The below code snippet is automatically added from ./examples/2-get-all-table-names.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            table_names = db.read_all_table_names()
            logging.info("Table names: {}".format(table_names))
            
        """
        dineshsonachalam@macbook examples % python 2-get-all-table-names.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Table names: ['dev_jobs', 'dev_test']
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Create a New Item
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/3-create-a-new-item.py) -->
        <!-- The below code snippet is automatically added from ./examples/3-create-a-new-item.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            item_creation_status = db.create_item(
                TableName="dev_jobs", 
                Item={
                    "company_name": "Google",
                    "role_id": "111",
                    "role": "Software Engineer 1",
                    "salary": "$1,50,531",
                    "locations": ["Mountain View, California", "Austin, Texas", "Chicago, IL"],
                    "yearly_hike_percent": 8,
                    "benefits": set(["Internet, Medical, Edu reimbursements", 
                                     "Health insurance",
                                     "Travel reimbursements"
                                     ]),
                    "overall_review":{
                        "overall_rating" : "4/5",
                        "compensation_and_benefits": "3.9/5"
                    }
                }
            )
            if(item_creation_status == True):
                logging.info("Item created successfully")
            else:
                logging.warning("Item creation failed")
                
        """
        dineshsonachalam@macbook examples % python 3-create-a-new-item.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Item created successfully
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Read an Item
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/4-read-an-item.py) -->
        <!-- The below code snippet is automatically added from ./examples/4-read-an-item.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
                
        """
        dineshsonachalam@macbook examples % python 4-read-an-item.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5'
        	},
        	'company_name': 'Google',
        	'role': 'Software Engineer 1',
        	'yearly_hike_percent': Decimal('8'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Travel reimbursements',
        		'Internet, Medical, Edu reimbursements',
        		'Health insurance'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Increase an existing attribute value
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/5-increase-an-existing-attribute-value.py) -->
        <!-- The below code snippet is automatically added from ./examples/5-increase-an-existing-attribute-value.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import os
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            increase_attribute_status = db.increase_attribute_value(
                TableName='dev_jobs',
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributeName="yearly_hike_percent",
                IncrementValue=5
            )
            
            if(increase_attribute_status==True):
                logging.info("Attribute value increment completed")
            else:
                logging.warning("Attribute value increment failed")
            
            item = db.read_item(
                TableName='dev_jobs', 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist") 
        
        """
        dineshsonachalam@macbook examples % python 5-increase-an-existing-attribute-value.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Attribute value increment completed
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5'
        	},
        	'company_name': 'Google',
        	'role': 'Software Engineer 1',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Internet, Medical, Edu reimbursements',
        		'Health insurance',
        		'Travel reimbursements'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Update existing attribute in an item
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/6-update-existing-attribute-in-an-item.py) -->
        <!-- The below code snippet is automatically added from ./examples/6-update-existing-attribute-in-an-item.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb() 
            item_update_status = db.update_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributesToUpdate={
                    'role': 'Staff Software Engineer 2'
                }
            )
            if(item_update_status == True):
                logging.info("Update is successful")
            else:
                logging.warning("Update failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
        
        """
        dineshsonachalam@macbook examples % python 6-update-existing-attribute-in-an-item.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Update is successful
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5'
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Internet, Medical, Edu reimbursements',
        		'Travel reimbursements',
        		'Health insurance'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Add a new attribute in an item
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/7-add-a-new-attribute-in-an-item.py) -->
        <!-- The below code snippet is automatically added from ./examples/7-add-a-new-attribute-in-an-item.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            item_update_status = db.update_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributesToUpdate={
                    'overall_review.yearly_bonus_percent': 12
                }
            )
            if(item_update_status == True):
                logging.info("Update is successful")
            else:
                logging.warning("Update failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
                
        """
        dineshsonachalam@macbook examples % python 7-add-a-new-attribute-in-an-item.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Update is successful
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Health insurance',
        		'Internet, Medical, Edu reimbursements',
        		'Travel reimbursements'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Add an attribute to the list
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/8-add-an-attribute-to-the-list.py) -->
        <!-- The below code snippet is automatically added from ./examples/8-add-an-attribute-to-the-list.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            item_update_status = db.update_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributesToUpdate={
                    'locations': "Detroit, Michigan"
                },
                Operation="ADD_ATTRIBUTE_TO_LIST"
            )
            if(item_update_status == True):
                logging.info("Update is successful")
            else:
                logging.warning("Update failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
        
        """
        dineshsonachalam@macbook examples % python 8-add-an-attribute-to-the-list.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Update is successful
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL', 'Detroit, Michigan'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Travel reimbursements',
        		'Internet, Medical, Edu reimbursements',
        		'Health insurance'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Add an attribute to the string set
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/9-add-an-attribute-to-the-string-set.py) -->
        <!-- The below code snippet is automatically added from ./examples/9-add-an-attribute-to-the-string-set.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            item_update_status = db.update_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributesToUpdate={
                    'benefits': "Free Food"
                },
                Operation="ADD_ATTRIBUTE_TO_STRING_SET"
            )
            if(item_update_status == True):
                logging.info("Update is successful")
            else:
                logging.warning("Update failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
                
        """
        dineshsonachalam@macbook examples % python 9-add-an-attribute-to-the-string-set.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Update is successful
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL', 'Detroit, Michigan'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Travel reimbursements',
        		'Internet, Medical, Edu reimbursements',
        		'Health insurance',
        		'Free Food'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Delete an attribute from the string set
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/10-delete-an-attribute-from-the-string-set.py) -->
        <!-- The below code snippet is automatically added from ./examples/10-delete-an-attribute-from-the-string-set.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            item_update_status = db.update_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                },
                AttributesToUpdate={
                    'benefits': "Free Food"
                },
                Operation="DELETE_ATTRIBUTE_FROM_STRING_SET"
            )
            if(item_update_status == True):
                logging.info("Update is successful")
            else:
                logging.warning("Update failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
        
        """
        dineshsonachalam@macbook examples % python 10-delete-an-attribute-from-the-string-set.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Update is successful
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL', 'Detroit, Michigan'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$1,50,531',
        	'benefits': {
        		'Internet, Medical, Edu reimbursements',
        		'Travel reimbursements',
        		'Health insurance'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Delete an attribute from an item
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/11-delete-an-attribute-from-an-item.py) -->
        <!-- The below code snippet is automatically added from ./examples/11-delete-an-attribute-from-an-item.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            attribute_delete_status = db.delete_attribute(
                TableName="dev_jobs", 
                Key={
                      "company_name": "Google",
                      "role_id": "111"
                }, 
                AttributeName="yearly_hike_percent")
        
            if(attribute_delete_status == True):
                logging.info("The attribute is deleted successfully")
            else:
                logging.warning("The attribute delete operation failed")
        
            item = db.read_item(
                TableName="dev_jobs", 
                Key={
                    "company_name": "Google",
                    "role_id": "111"
                })
            if(item != None):
                logging.info("Item: {}".format(item))
            else:
                logging.warning("Item doesn't exist")
        
        """
        dineshsonachalam@macbook examples % python 11-delete-an-attribute-from-an-item.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:The attribute is deleted successfully
        INFO:root:Item: {
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL', 'Detroit, Michigan'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'salary': '$1,50,531',
        	'benefits': {
        		'Internet, Medical, Edu reimbursements',
        		'Travel reimbursements',
        		'Health insurance'
        	}
        }
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Read items by filter
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/12-read-items-by-filter.py) -->
        <!-- The below code snippet is automatically added from ./examples/12-read-items-by-filter.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        from boto3.dynamodb.conditions import Key
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            item_creation_status = db.create_item(
                TableName="dev_jobs", 
                Item={
                    "company_name": "Google",
                    "role_id": "112",
                    "role": "Software Architect",
                    "salary": "$4,80,000",
                    "locations": ["Mountain View, California"],
                    "yearly_hike_percent": 13,
                    "benefits": set(["Internet reimbursements"]),
                    "overall_review":{
                        "overall_rating" : "3/5",
                        "compensation_and_benefits": "4.2/5"
                    }
                }
            )
            if(item_creation_status == True):
                logging.info("Item created successfully")
            else:
                logging.warning("Item creation failed")
            
            items = db.read_items_by_filter(
                            TableName='dev_jobs', 
                            KeyConditionExpression=Key("company_name").eq("Google") 
            )
            
            if(len(items)>0):
                logging.info("Items: {}".format(items))
            else:
                logging.warning("Items doesn't exist")
                
        """
        dineshsonachalam@macbook examples % python 12-read-items-by-filter.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Item created successfully
        INFO:root:Items: [{
        	'locations': ['Mountain View, California', 'Austin, Texas', 'Chicago, IL', 'Detroit, Michigan'],
        	'role_id': '111',
        	'overall_review': {
        		'compensation_and_benefits': '3.9/5',
        		'overall_rating': '4/5',
        		'yearly_bonus_percent': Decimal('12')
        	},
        	'company_name': 'Google',
        	'role': 'Staff Software Engineer 2',
        	'salary': '$1,50,531',
        	'benefits': {
        		'Internet, Medical, Edu reimbursements',
        		'Travel reimbursements',
        		'Health insurance'
        	}
        }, {
        	'locations': ['Mountain View, California'],
        	'role_id': '112',
        	'overall_review': {
        		'compensation_and_benefits': '4.2/5',
        		'overall_rating': '3/5'
        	},
        	'company_name': 'Google',
        	'role': 'Software Architect',
        	'yearly_hike_percent': Decimal('13'),
        	'salary': '$4,80,000',
        	'benefits': {
        		'Internet reimbursements'
        	}
        }]
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ### Delete a table
        <!-- MARKDOWN-AUTO-DOCS:START (CODE:src=./examples/13-delete-a-table.py) -->
        <!-- The below code snippet is automatically added from ./examples/13-delete-a-table.py -->
        ```py
        from LucidDynamodb.Operations import DynamoDb
        import logging
        logging.basicConfig(level=logging.INFO)
        
        if __name__ == "__main__":
            db = DynamoDb()
            
            delete_table_status = db.delete_table(TableName='dev_jobs')
            if(delete_table_status == True):
                logging.info("Table deleted successfully")
            else:
                logging.warning("Table delete operation failed")
        
            table_names = db.read_all_table_names()
            logging.info("Table names: {}".format(table_names))
            
        """
        dineshsonachalam@macbook examples % python 13-delete-a-table.py
        INFO:botocore.credentials:Found credentials in environment variables.
        INFO:root:Table deleted successfully
        INFO:root:Table names: ['dev_test']
        """
        ```
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ## Running Tests
        
        To run tests, run the following command
        
        ```bash
        pytest -s
        ```
        
        ## Github Workflow Artifacts
        
        <!-- MARKDOWN-AUTO-DOCS:START (WORKFLOW_ARTIFACT_TABLE) -->
        <table class="ARTIFACTS-TABLE"><thead><tr><th class="artifact-th">Artifact</th><th class="workflow-th">Workflow</th></tr></thead><tbody ><tr ><td class="artifact-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/suites/3204714804/artifacts/74104006>dependency-graph</a></td><td class="workflow-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/actions/runs/1017540239>integration-tests</a></td></tr>
        <tr ><td class="artifact-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/suites/3204714804/artifacts/74104007>module-dependencies-license-report</a></td><td class="workflow-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/actions/runs/1017540239>integration-tests</a></td></tr>
        <tr ><td class="artifact-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/suites/3204714804/artifacts/74104008>Pytest-report</a></td><td class="workflow-td td_text"><a href=https://github.com/dineshsonachalam/lucid-dynamodb/actions/runs/1017540239>integration-tests</a></td></tr></tbody></table>
        <!-- MARKDOWN-AUTO-DOCS:END -->
        
        ## License
        
        [MIT](https://choosealicense.com/licenses/mit/) © [dineshsonachalam](https://www.github.com/dineshsonachalam)
        
Keywords: python dynamodb amazon
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.1
Description-Content-Type: text/markdown
