Iterating through describe_instances() to print key & value boto3 - json

Question

I am currently working on a python script to print pieces of information on running EC2 instances on AWS using Boto3. I am trying to print the InstanceID, InstanceType, and PublicIp. I looked through Boto3's documentation and example scripts so this is what I am using:
import boto3
ec2client = boto3.client('ec2')
response = ec2client.describe_instances()
for reservation in response["Reservations"]:
for instance in reservation["Instances"]:
instance_id = instance["InstanceId"]
instance_type = instance["InstanceType"]
instance_ip = instance["NetworkInterfaces"][0]["Association"]
print(instance)
print(instance_id)
print(instance_type)
print(instance_ip)
When I run this, "instance" prints one large block of json code, my instanceID, and type. But I am getting an error since adding NetworkInterfaces.
instance_ip = instance["NetworkInterfaces"][0]["Association"]
returns:
Traceback (most recent call last):
File "/Users/me/AWS/describeInstances.py", line 12, in <module>
instance_ip = instance["NetworkInterfaces"][0]["Association"]
KeyError: 'Association'
What am I doing wrong while trying to print the PublicIp?
Here is the structure of NetworkInterfaces for reference:
The full Response Syntax for reference can be found here (https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/ec2.html#EC2.Client.describe_instances)

Answer 1

Association man not always may be present. Also an instance may have more then one interface. So your working loop could be:
for reservation in response["Reservations"]:
for instance in reservation["Instances"]:
instance_id = instance["InstanceId"]
instance_type = instance["InstanceType"]
#print(instance)
print(instance_id, instance_type)
for network_interface in instance["NetworkInterfaces"]:
instance_ip = network_interface.get("Association", "no-association")
print(' -', instance_ip)