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Library to generate DRAW.IO compatible diagrams to represent Cloud infrastructure. AWS Cloud supported.

Project description

MultiCloud Diagrams

license PyPI version python version

Generate and render Diagrams-As-a-Code (DAG) in popular drawio format for multiple Cloud providers.

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Supported Cloud Provides

aws provider azure provider gcp provider on premise provider

Features:

  • allows to generate drawio diagram with predefined styles for popular aws services, support graph-based connection with named edges
  • supports single and batch elements append to diagram
  • duplicates detection to prevent ball of mud in file format and diagram
  • verification that both vertices present on diagram when adding edge connection between them
  • if the node is not present, fallback to default icon when rendering
  • read previous version of drawio file and reuses existing vertices coordinates when generating a new version
  • generate diagram from YAML definition
  • mix and augment Diagram-as-code, real infra crawler, static yaml-based content to diagram

Supported AWS services:

  • lambda_function
  • sqs
  • sns
  • iam_role/iam_policy/iam_permission
  • dynamo/dynamo_stream
  • api_gw
  • s3
  • kms
  • ssm

Library can be used with different approaches and even mix all of them. Samples and usage:

1. Generating AWS DynamoDB Details drawio diagram based on library, http, awscli, etc. Example based on boto3 DynamoDB response

{
        'AttributeDefinitions': [
            {
                'AttributeName': 'first',
                'AttributeType': 'S'
            },
            {
                'AttributeName': 'second',
                'AttributeType': 'N'
            },
            {
                'AttributeName': 'third',
                'AttributeType': 'B'
            },
        ],
        'TableName': 'prod-dynamo-table',
        'KeySchema': [
            {
                'AttributeName': 'string',
                'KeyType': 'HASH'
            },
        ],
        'TableSizeBytes': 123,
        'ItemCount': 123,
        'TableArn': 'arn:aws:dynamodb:eu-west-1:123456789:table/prod-dynamo-table',
        'LocalSecondaryIndexes': [{
...       
...
...
          
          'SSEDescription': {
            'Status': 'ENABLED',
            'SSEType': 'KMS',
            'KMSMasterKeyArn': 'string',
          },
          'DeletionProtectionEnabled': True
        }

output.prod.dynamo.png

2. Diagrams as a Code. DAG. Generating AWS IAM Graph from the code based on DAG declaration:

    producer_func_arn = 'arn:aws:lambda:eu-west-1:123456789:function:producer-lambda'
    metadata = {
        "CodeSize": 1234,
        "Handler": "main",
        "Layers": 0,
        "Memory": 128,
        "PackageType": "Zip",
        "Runtime": "go1.x",
        "Timeout": 30,
        "TracingConfig": "{'Mode': 'Active'}",
        "Version": "$LATEST"
    }
    mcd.add_vertex(id=producer_func_arn, node_name='producer-lambda', arn=producer_func_arn, node_type='lambda_function', metadata=metadata)
    
    consumer_func_arn = 'arn:aws:lambda:eu-west-1:123456789:function:consumer-lambda'
    mcd.add_vertex(id=consumer_func_arn, node_name='consumer-lambda', arn=consumer_func_arn, node_type='lambda_function')
    
    dynamo_arn = 'arn:aws:dynamodb:eu-west-1:123456789:table/table1'
    mcd.add_vertex(id=dynamo_arn, node_name='table1', arn=dynamo_arn, node_type='dynamo')
    
    sns_arn = 'arn:aws:sns:eu-west-1:123456789:internal.fifo'
    metadata = {
        "Owner": 123456789,
        "SubscriptionsConfirmed": 3,
        "SubscriptionsPending": 0
    }
    mcd.add_vertex(id=sns_arn, node_name='internal', arn=sns_arn, node_type='sns', metadata=metadata)
    
    sqs_arn = 'arn:aws:sqs:eu-west-1:123456789:int-eu-live-events.fifo'
    metadata = {
        "DelaySeconds": 0,
        "FifoQueue": "TRUE",
        "ReceiveMessageWaitTimeSeconds": 0,
        "SqsManagedSseEnabled": "false",
        "VisibilityTimeout": 30
    }
    mcd.add_vertex(id=sqs_arn, node_name='events', arn=sqs_arn, node_type='sqs', metadata=metadata)
    
    sqs_arn2 = 'arn:aws:sqs:eu-west-1:123456789:int-eu-live-events2.fifo'
    mcd.add_vertex(id=sqs_arn2, node_name='events2', arn=sqs_arn2, node_type='sqs')
    
    s3_arn = 'arn:aws:s3:::bucket_name/key_name'
    mcd.add_vertex(id=s3_arn, node_name='key_name', arn=s3_arn, node_type='s3')
    
    mcd.add_link(src_node_id=f'lambda_function:{producer_func_arn}', dst_node_id=f'sns:{sns_arn}')
    mcd.add_link(src_node_id=f'lambda_function:{producer_func_arn}', dst_node_id=f's3:{s3_arn}')
    mcd.add_link(src_node_id=f'sns:{sns_arn}', dst_node_id=f'sqs:{sqs_arn}')
    mcd.add_link(src_node_id=f'sns:{sns_arn}', dst_node_id=f'sqs:{sqs_arn2}')
    mcd.add_link(src_node_id=f'sqs:{sqs_arn}', dst_node_id=f'lambda_function:{consumer_func_arn}')
    mcd.add_link(src_node_id=f'lambda_function:{consumer_func_arn}', dst_node_id=f'dynamo:{dynamo_arn}')

output.prod.iam-roles.png

3. Generating Diagram from YAML source

vertices:
  - name: prod-lambda-name
    type: lambda_function
    arn: arn:aws:lambda:eu-west-1:123456789:function:prod-lambda-name
  - name: role-lambda-name
    type: iam_role
    arn: arn:aws:iam::123456789:role/prod-lambda-name
  - name: prod-cloudwatch-policy
    icon: broker
    type: iam_policy
    arn: arn:aws:iam::123456789:policy/prod-cloudwatch-policy
  - name: prod-s3-policy
    type: iam_policy
    arn: arn:aws:iam::123456789:policy/prod-s3-policy
  - name: prod-dynamodb-policy
    type: iam_policy
    arn: arn:aws:iam::123456789:policy/prod-dynamo-policy
edges:
#  1st approach src/dst are linked to yaml vertices by name
  - { src: prod-lambda-name, dst: role-lambda-name, label: HasRole, link_type: none }
  - { src: role-lambda-name, dst: prod-cloudwatch-policy, label: Allow CloudWatch logs, link_type: none }
#  2nd approach src/dst are linked by ARN (ARN can be present in same yaml, or loaded programmatically)
  - {
    src_arn: arn:aws:iam::123456789:role/prod-lambda-name,
    src_type: iam_role,
    dst_arn: arn:aws:iam::123456789:policy/prod-s3-policy,
    dst_type: iam_policy,
    label: Allow S3 access,
    link_type: none }
# 3rd approach is mixed of 1st and 2nd
  - {
    src_arn: arn:aws:iam::123456789:role/prod-lambda-name,
    src_type: iam_role,
    dst: prod-dynamodb-policy,
    label: Allow DynamoDB read access,
    link_type: none }
poetry build
export PYPI_USERNAME=
export PYPI_PASSWORD=
poetry publish --build --username $PYPI_USERNAME --password $PYPI_PASSWORD

cd samples/samples
poetry install
poetry run python aws_iam_roles_from_code_with_enum.py

FYI:

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