Skip to content

Instantly share code, notes, and snippets.

@martinapugliese
Last active June 30, 2024 10:00
Show Gist options
  • Save martinapugliese/cae86eb68f5aab59e87332725935fd5f to your computer and use it in GitHub Desktop.
Save martinapugliese/cae86eb68f5aab59e87332725935fd5f to your computer and use it in GitHub Desktop.
Some wrapper methods to deal with DynamoDB databases in Python, using boto3.
# Copyright (C) 2016 Martina Pugliese
from boto3 import resource
from boto3.dynamodb.conditions import Key
# The boto3 dynamoDB resource
dynamodb_resource = resource('dynamodb')
def get_table_metadata(table_name):
"""
Get some metadata about chosen table.
"""
table = dynamodb_resource.Table(table_name)
return {
'num_items': table.item_count,
'primary_key_name': table.key_schema[0],
'status': table.table_status,
'bytes_size': table.table_size_bytes,
'global_secondary_indices': table.global_secondary_indexes
}
def read_table_item(table_name, pk_name, pk_value):
"""
Return item read by primary key.
"""
table = dynamodb_resource.Table(table_name)
response = table.get_item(Key={pk_name: pk_value})
return response
def add_item(table_name, col_dict):
"""
Add one item (row) to table. col_dict is a dictionary {col_name: value}.
"""
table = dynamodb_resource.Table(table_name)
response = table.put_item(Item=col_dict)
return response
def delete_item(table_name, pk_name, pk_value):
"""
Delete an item (row) in table from its primary key.
"""
table = dynamodb_resource.Table(table_name)
response = table.delete_item(Key={pk_name: pk_value})
return
def scan_table_firstpage(table_name, filter_key=None, filter_value=None):
"""
Perform a scan operation on table. Can specify filter_key (col name) and its value to be filtered. This gets only first page of results in pagination. Returns the response.
"""
table = dynamodb_resource.Table(table_name)
if filter_key and filter_value:
filtering_exp = Key(filter_key).eq(filter_value)
response = table.scan(FilterExpression=filtering_exp)
else:
response = table.scan()
return response
def scan_table_allpages(table_name, filter_key=None, filter_value=None):
"""
Perform a scan operation on table. Can specify filter_key (col name) and its value to be filtered. This gets all pages of results.
Returns list of items.
"""
table = dynamodb_resource.Table(table_name)
if filter_key and filter_value:
filtering_exp = Key(filter_key).eq(filter_value)
response = table.scan(FilterExpression=filtering_exp)
else:
response = table.scan()
items = response['Items']
while True:
print len(response['Items'])
if response.get('LastEvaluatedKey'):
response = table.scan(ExclusiveStartKey=response['LastEvaluatedKey'], FilterExpression=filtering_exp)
items += response['Items']
else:
break
return items
def query_table(table_name, filter_key=None, filter_value=None):
"""
Perform a query operation on the table. Can specify filter_key (col name) and its value to be filtered. Returns the response.
"""
table = dynamodb_resource.Table(table_name)
if filter_key and filter_value:
filtering_exp = Key(filter_key).eq(filter_value)
response = table.query(KeyConditionExpression=filtering_exp)
else:
response = table.query()
return response
@adityarn
Copy link

MikeUdin is correct, line 87 needs modification. You need to add the FilterExpression

@emmanuelnk
Copy link

emmanuelnk commented Feb 27, 2019

Just another method I thought is missing, update item:

    def update_item(self, table_name, pk_name, pk_value, col_dict):
        """
        update one item (row) to table. col_dict is a dictionary {col_name: value}.
        """

        update_expression = 'SET {}'.format(','.join(f'#{k}=:{k}' for k in col_dict))
        expression_attribute_values = {f':{k}': v for k, v in col_dict.items()}
        expression_attribute_names = {f'#{k}': k for k in col_dict}

        table = dynamodb.Table(table_name)
        response = table.update_item(
            Key={'{}'.format(pk_name): pk_value},
            UpdateExpression=update_expression,
            ExpressionAttributeValues=expression_attribute_values,
            ExpressionAttributeNames=expression_attribute_names,
            ReturnValues='UPDATED_NEW',
        )

        return response

@carlosequiz
Copy link

Thank you very much! This helped me a lot at understanding how query works!

@Dicondur
Copy link

Thanks for the wrapper!

@martinapugliese
Copy link
Author

Thanks for the wrapper!

No worries, glad this is still useful after all this time, wouldn't have thought

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment