I am attempting to use Secrets Manager a Lambda function in AWS. Secrets a manager is used to store database credentials to Snowflake (username, password).
I managed to set up a secret in Secrets Manager which contains several key/value pairs (e.g. one for username, another for password).
Now I am trying to refer to these values in my Python function code. AWS documentation kindly provides the following snippet:
import boto3 import base64 from botocore.exceptions import ClientError def get_secret(): secret_name = "MY/SECRET/NAME" region_name = "us-west-2" # Create a Secrets Manager client session = boto3.session.Session() client = session.client( service_name='secretsmanager', region_name=region_name ) # In this sample we only handle the specific exceptions for the 'GetSecretValue' API. # See https://docs.aws.amazon.com/secretsmanager/latest/apireference/API_GetSecretValue.html # We rethrow the exception by default. try: get_secret_value_response = client.get_secret_value( SecretId=secret_name ) except ClientError as e: if e.response['Error']['Code'] == 'DecryptionFailureException': # Secrets Manager can't decrypt the protected secret text using the provided KMS key. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InternalServiceErrorException': # An error occurred on the server side. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InvalidParameterException': # You provided an invalid value for a parameter. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'InvalidRequestException': # You provided a parameter value that is not valid for the current state of the resource. # Deal with the exception here, and/or rethrow at your discretion. raise e elif e.response['Error']['Code'] == 'ResourceNotFoundException': # We can't find the resource that you asked for. # Deal with the exception here, and/or rethrow at your discretion. raise e else: # Decrypts secret using the associated KMS CMK. # Depending on whether the secret is a string or binary, one of these fields will be populated. if 'SecretString' in get_secret_value_response: secret = get_secret_value_response['SecretString'] else: decoded_binary_secret = base64.b64decode(get_secret_value_response['SecretBinary']) # Your code goes here.
Later in my def lambda_handler(event, context)
function, I have the following snippet to establish a connection to my database:
conn = snowflake.connector.connect( user=USERNAME, password=PASSWORD, account=ACCOUNT, warehouse=WAREHOUSE, role=ROLE )
However, I am unable to figure out how to use the get_secret()
function to return values for parameters like USERNAME
or PASSWORD
.
How can this be accomplished? Thank you for the help!
How do I access AWS Secrets Manager in Python? To access AWS Secrets Manager, you need to install Boto3, an AWS SDK for Python. Also, you need to have AWS CLI configured to use the Boto3 library. Boto3 uses your AWS Access Key Id and Secret Access Key to programmatically manage AWS resources.
We will perform the following steps: create an API key on the Alpha Vantage platform so that we can get stock market data from this API, store the API key inside of AWS Secrets Manager, retrieve this API key within our script by using just two lines of Python code.
update the last part of get_secret() to:
else: # Decrypts secret using the associated KMS CMK. # Depending on whether the secret is a string or binary, one of these fields will be populated. if 'SecretString' in get_secret_value_response: secret = get_secret_value_response['SecretString'] else: secret = base64.b64decode(get_secret_value_response['SecretBinary']) return json.loads(secret) # returns the secret as dictionary
This will return a dictionary where you'll have the keys you specified in AWS Secret Manager console.
SecretString
or SecretBinary
secrets_client = boto3.client('secretsmanager') secret_arn = 'arn:aws:secretsmanager:eu-west-2:xxxxxxxxxxxx:secret:dashboard/auth_token' auth_token = secrets_client.get_secret_value(SecretId=secret_arn).get('SecretString')
SecretString
or SecretBinary
from the specified version of a secret, whichever contains content.secretsmanager:GetSecretValue
kms:Decrypt
required only if you use a customer-managed AWS KMS key to encrypt the secret. You do not need this permission to use the account's default AWS managed CMK for Secrets Manager.If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With