From 1acd0b355ee3a29be54c72a0b985ea43345b1a52 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 13:15:43 +0100
Subject: [PATCH 01/39] simplify boto3 retrival with paginators

---
 data/resource_collector.py | 102 ++++++-------------------------------
 1 file changed, 16 insertions(+), 86 deletions(-)

diff --git a/data/resource_collector.py b/data/resource_collector.py
index f9976d3..989b6f1 100644
--- a/data/resource_collector.py
+++ b/data/resource_collector.py
@@ -1,109 +1,39 @@
-import boto3
 import json
-import math
+
+import boto3
 from botocore.config import Config
 
-singletons = []
 
 def get_resources(tag_name, tag_values, config):
     """Get resources from resource groups and tagging API.
     Assembles resources in a list containing only ARN and tags
     """
-    resourcetaggingapi = boto3.client('resourcegroupstaggingapi', config=config)
-    resources = []
-
-    tags = len(tag_values)
-    if tags > 5:
-        tags_processed = 0
-        while tags_processed < tags:
-            incremental_tag_values = tag_values[tags_processed:tags_processed+5]
-            resources = get_resources_from_api(resourcetaggingapi, resources, tag_name, incremental_tag_values)
-            tags_processed += 5
-    else:
-        resources = get_resources_from_api(resourcetaggingapi, resources, tag_name, tag_values)
-    resources.extend(autoscaling_retriever(tag_name, tag_values, config))
-    return resources
-
-
-def get_resources_from_api(resourcetaggingapi, resources, tag_name, tag_values):
-    response = resourcetaggingapi.get_resources(
-        TagFilters=[
-            {
-                'Key': tag_name,
-                'Values': tag_values
-            },
-        ],
-        ResourcesPerPage=40
+    return  (
+        get_resources_from_api(tag_name, tag_values, config)
+        + autoscaling_retriever(tag_name, tag_values, config)
     )
 
-    resources.extend(response['ResourceTagMappingList'])
-    while response['PaginationToken'] != '':
-        print('Got the pagination token')
-        response = resourcetaggingapi.get_resources(
-            PaginationToken=response['PaginationToken'],
-            TagFilters=[
-                {
-                    'Key': tag_name,
-                    'Values': tag_values
-                },
-            ],
-            ResourcesPerPage=40
-        )
-        resources.extend(response['ResourceTagMappingList'])
-
-    return resources
+def get_resources_from_api(tag_name, tag_values, config):
+    resourcetaggingapi = boto3.client('resourcegroupstaggingapi', config=config)
+    return list(
+        resourcetaggingapi.get_paginator('get_resources').paginate(
+            TagFilters=[{'Key': tag_name, 'Values': tag_values}]
+        ).search('ResourceTagMappingList')
+    )
 
 def autoscaling_retriever(tag_name, tag_values, config):
-    resources = []
-    tags = len(tag_values)
-    if tags > 5:
-        tags_processed = 0
-        while tags_processed < tags:
-            incremental_tag_values = tag_values[tags_processed:tags_processed+5]
-            resources.extend(get_asgs_from_api(tag_name, incremental_tag_values, config))
-            tags_processed += 5
-    else:
-        resources.extend(get_asgs_from_api(tag_name, tag_values, config))
-
-    return resources
-
-
-def get_asgs_from_api(tag_name, tag_values, config):
     """Autoscaling is not supported by resource groups and tagging api
     This is
     :return:
     """
     asg = boto3.client('autoscaling', config=config)
-    resources = []
-    response = asg.describe_auto_scaling_groups(
-        Filters=[
-            {
-                'Name': 'tag:'+tag_name,
-                'Values': tag_values
-            }
-        ],
-        MaxRecords=10
+    resources = list(
+        asg.get_paginator('describe_auto_scaling_groups').paginate(
+            TagFilters=[{'Name': 'tag:' + tag_name, 'Values': tag_values}]
+        ).search('AutoScalingGroups')
     )
-    resources.extend(response['AutoScalingGroups'])
-    try:
-        while response['NextToken']:
-            response = asg.describe_auto_scaling_groups(
-                NextToken=response['NextToken'],
-                Filters=[
-                    {
-                        'Name': 'tag:'+tag_name,
-                        'Values': tag_values
-                    }
-                ],
-                MaxRecords=10
-            )
-            resources.extend(response['AutoScalingGroups'])
-    except:
-        print(f'Done fetching autoscaling groups')
-
     for resource in resources:
         resource['ResourceARN'] = resource['AutoScalingGroupARN']
-
     return resources
 
 def cw_custom_namespace_retriever(config):

From 28d81e1cc2e05586cbbc81ec572668208c251e84 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:05:21 +0100
Subject: [PATCH 02/39] add main

---
 data/resource_collector.py | 82 ++++++++++++++++++++------------------
 1 file changed, 43 insertions(+), 39 deletions(-)

diff --git a/data/resource_collector.py b/data/resource_collector.py
index 989b6f1..3161d4e 100644
--- a/data/resource_collector.py
+++ b/data/resource_collector.py
@@ -2,8 +2,12 @@
 
 import boto3
 from botocore.config import Config
+from tqdm import tqdm
 
 
+def log(*args, **kwargs):
+    tqdm.write(*args, **kwargs)
+
 def get_resources(tag_name, tag_values, config):
     """Get resources from resource groups and tagging API.
     Assembles resources in a list containing only ARN and tags
@@ -29,7 +33,7 @@ def autoscaling_retriever(tag_name, tag_values, config):
     asg = boto3.client('autoscaling', config=config)
     resources = list(
         asg.get_paginator('describe_auto_scaling_groups').paginate(
-            TagFilters=[{'Name': 'tag:' + tag_name, 'Values': tag_values}]
+            Filters=[{'Name': 'tag:' + tag_name, 'Values': tag_values}]
         ).search('AutoScalingGroups')
     )
     for resource in resources:
@@ -45,7 +49,7 @@ def cw_custom_namespace_retriever(config):
     for record in response['Metrics']:
         if not record['Namespace'].startswith('AWS/') and not record['Namespace'].startswith('CWAgent') and record['Namespace'] not in resources:
             resources.append(record['Namespace'])
-            print(resources)
+            log(resources)
 
     try:
         while response['NextToken']:
@@ -55,9 +59,9 @@ def cw_custom_namespace_retriever(config):
             for record in response['Metrics']:
                 if not record['Namespace'].startswith('AWS/') and not record['Namespace'].startswith('CWAgent') and record['Namespace'] not in resources:
                     resources.append(record['Namespace'])
-                    print(resources)
+                    log(resources)
     except:
-        print(f'Done fetching cloudwatch namespaces')
+        log(f'Done fetching cloudwatch namespaces')
     return resources
 
 
@@ -115,7 +119,7 @@ def router(resource, config):
 
 
 def apigw1_decorator(resource, config):
-    print(f'This resource is API Gateway 1 {resource["ResourceARN"]}')
+    log(f'This resource is API Gateway 1 {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     apigw = boto3.client('apigateway', config=config)
     response = apigw.get_rest_api(
@@ -131,7 +135,7 @@ def apigw1_decorator(resource, config):
     return resource
 
 def apigw2_decorator(resource, config):
-    print(f'This resource is API Gateway 2 {resource["ResourceARN"]}')
+    log(f'This resource is API Gateway 2 {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/')) - 1]
     apigw = boto3.client('apigatewayv2', config=config)
     response = apigw.get_api(
@@ -146,7 +150,7 @@ def apigw2_decorator(resource, config):
 
 
 def appsync_decorator(resource, config):
-    print(f'This resource is AppSync {resource["ResourceARN"]}')
+    log(f'This resource is AppSync {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/')) - 1]
     appsync = boto3.client('appsync', config=config)
     response = appsync.get_graphql_api(
@@ -162,7 +166,7 @@ def appsync_decorator(resource, config):
 
 
 def aurora_decorator(resource, config):
-    print(f'This resource is Aurora {resource["ResourceARN"]}')
+    log(f'This resource is Aurora {resource["ResourceARN"]}')
     clusterid = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':')) - 1]
     rds = boto3.client('rds', config=config)
     try:
@@ -182,20 +186,20 @@ def aurora_decorator(resource, config):
         resource['Iops'] = response['DBClusters'][0]['Iops']
         resource['PerformanceInsightsEnabled'] = response['DBClusters'][0]['PerformanceInsightsEnabled']
     except:
-        print('Just aurora-resource')
+        log('Just aurora-resource')
 
     return resource
 
 
 def autoscaling_decorator(resource, config):
-    print(f'This resource is Autoscaling Group {resource["ResourceARN"]}')
+    log(f'This resource is Autoscaling Group {resource["ResourceARN"]}')
     return resource
 
 def beanstalk_decorator(resource, config):
     return resource
 
 def cloudfront_decorator(resource, config):
-    print(f'This resource is CloudFront distribution')
+    log(f'This resource is CloudFront distribution')
     client = boto3.client('cloudfront', config=config)
     response = client.get_distribution(
         Id = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
@@ -208,7 +212,7 @@ def cloudfront_decorator(resource, config):
     return resource
 
 def mediapackage_decorator(resource, config):
-    print(f'this resource is Mediapackage channel')
+    log(f'this resource is Mediapackage channel')
     arn = resource['ResourceARN']
     client = boto3.client('mediapackage', config=config)
     response = client.list_channels(
@@ -228,7 +232,7 @@ def mediapackage_decorator(resource, config):
     return resource
         
 def medialive_decorator(resource, config):
-    print(f'this resource is Medialive channel')
+    log(f'this resource is Medialive channel')
     arn = resource['ResourceARN']
     client = boto3.client('medialive', config=config)
     response = client.list_channels(
@@ -245,12 +249,12 @@ def medialive_decorator(resource, config):
     return resource
     
 def odcr_decorator(resource, config):
-    print(f'This resource is ODCR {resource["ResourceARN"]}')
+    log(f'This resource is ODCR {resource["ResourceARN"]}')
     return resource
 
 
 def dynamodb_decorator(resource, config):
-    print(f'This resource is DynamoDB {resource["ResourceARN"]}')
+    log(f'This resource is DynamoDB {resource["ResourceARN"]}')
     tablename = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     ddb = boto3.client('dynamodb', config=config)
     response = ddb.describe_table(
@@ -270,7 +274,7 @@ def dynamodb_decorator(resource, config):
     return resource
 
 def efs_decorator(resource, config):
-    print(f'This resource is EFS {resource["ResourceARN"]}')
+    log(f'This resource is EFS {resource["ResourceARN"]}')
     fsId = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     efs = boto3.client('efs', config=config)
     response = efs.describe_file_systems(
@@ -282,7 +286,7 @@ def efs_decorator(resource, config):
 
 
 def ec2_decorator(resource, config):
-    print(f'This resource is EC2 {resource["ResourceARN"]}')
+    log(f'This resource is EC2 {resource["ResourceARN"]}')
     instanceid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     ec2 = boto3.client('ec2', config=config)
 
@@ -322,7 +326,7 @@ def ec2_decorator(resource, config):
                 volumes.append(record)
 
     except:
-        print(f'Done fetching volumes')
+        log(f'Done fetching volumes')
 
     resource['Volumes'] = volumes
 
@@ -354,16 +358,16 @@ def ec2_decorator(resource, config):
                 {'Name': 'InstanceId', 'Value': instanceid}
             ], ):
         if len(response['Metrics']) > 0:
-            print(f'Instance {instanceid} has CWAgent')
+            log(f'Instance {instanceid} has CWAgent')
             resource['CWAgent'] = 'True'
         else:
-            print(f'Instance {instanceid} does not have CWAgent')
+            log(f'Instance {instanceid} does not have CWAgent')
             resource['CWAgent'] = 'False'
 
     return resource
 
 def elasticache_decorator(resource, config):
-    print(f'This resource is Elasticache {resource["ResourceARN"]}')
+    log(f'This resource is Elasticache {resource["ResourceARN"]}')
     if ':cluster:' in resource['ResourceARN']:
         clusterid = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
         client = boto3.client('elasticache', config=config)
@@ -385,7 +389,7 @@ def elasticache_decorator(resource, config):
 
 
 def lambda_decorator(resource, config):
-    print(f'This resource is Lambda {resource["ResourceARN"]}')
+    log(f'This resource is Lambda {resource["ResourceARN"]}')
     functionname = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':')) - 1]
     lambdaclient = boto3.client('lambda', config=config)
     response = lambdaclient.get_function(
@@ -396,7 +400,7 @@ def lambda_decorator(resource, config):
 
 
 def elb1_decorator(resource, config):
-    print(f'This resource is ELBv1 {resource["ResourceARN"]}')
+    log(f'This resource is ELBv1 {resource["ResourceARN"]}')
     elbname = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     elb = boto3.client('elb', config=config)
     response = elb.describe_load_balancers(
@@ -409,7 +413,7 @@ def elb1_decorator(resource, config):
 
 
 def elb2_decorator(resource, config):
-    print(f'This resource is ELBv2 {resource["ResourceARN"]}')
+    log(f'This resource is ELBv2 {resource["ResourceARN"]}')
     elb = boto3.client('elbv2', config=config)
     response = elb.describe_load_balancers(
         LoadBalancerArns=[
@@ -425,7 +429,7 @@ def elb2_decorator(resource, config):
 
 
 def ecs_decorator(resource, config):
-    print(f'This resource is ECS {resource["ResourceARN"]}')
+    log(f'This resource is ECS {resource["ResourceARN"]}')
     ecs = boto3.client('ecs', config=config)
     response = ecs.describe_clusters(
         clusters=[
@@ -469,18 +473,18 @@ def ecs_decorator(resource, config):
 
 
 def natgw_decorator(resource, config):
-    print(f'This resource is NAT-gw {resource["ResourceARN"]}')
+    log(f'This resource is NAT-gw {resource["ResourceARN"]}')
     return resource
 
 
 def rds_decorator(resource, config):
-    print(f'This resource is RDS {resource["ResourceARN"]}')
+    log(f'This resource is RDS {resource["ResourceARN"]}')
     return resource
 
 def s3_decorator(resource, config):
     bucket_name = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
     resource['BucketName'] = bucket_name
-    print(f'This resource {bucket_name} is S3 bucket')
+    log(f'This resource {bucket_name} is S3 bucket')
     s3client = boto3.client('s3', config=config)
     try:
         encryption_request = s3client.get_bucket_encryption(
@@ -509,7 +513,7 @@ def s3_decorator(resource, config):
 
 
 def sqs_decorator(resource, config):
-    print(f'This resource is SQS {resource["ResourceARN"]}')
+    log(f'This resource is SQS {resource["ResourceARN"]}')
     queueName = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
     sqs = boto3.client('sqs', config=config)
     response = sqs.get_queue_url(
@@ -523,7 +527,7 @@ def sqs_decorator(resource, config):
     return resource
 
 def sns_decorator(resource, config):
-    print(f'This resource is SNS {resource["ResourceARN"]}')
+    log(f'This resource is SNS {resource["ResourceARN"]}')
 #     sns = boto3.client('sns', config=config)
 #     response = sns.get_topic_attributes(
 #         TopicArn=resource['ResourceARN']
@@ -535,7 +539,7 @@ def sns_decorator(resource, config):
 
 
 def tgw_decorator(resource, config):
-    print(f'This resource is TGW {resource["ResourceARN"]}')
+    log(f'This resource is TGW {resource["ResourceARN"]}')
     tgwid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     tgw = boto3.client('ec2', config=config)
     response = tgw.describe_transit_gateway_attachments(
@@ -552,7 +556,7 @@ def tgw_decorator(resource, config):
 
 
 def debug(resource):
-    print(json.dumps(resource, indent=4, default=str))
+    log(json.dumps(resource, indent=4, default=str))
 
 def get_config(region):
     return Config(
@@ -574,44 +578,44 @@ def handler():
         f = open("../lib/config.json", "r")
         main_config = json.load(f)
     except:
-        print("Could not find config file!!! You should run this from 'data' directory!")
+        log("Could not find config file!!! You should run this from 'data' directory!")
         quit()
 
     try:
         if main_config['ResourceFile']:
             output_file = main_config['ResourceFile']
     except:
-        print('No ResourceFile configured using default')
+        log('No ResourceFile configured using default')
 
     try:
         if main_config['TagKey']:
             tag_name = main_config['TagKey']
     except:
-        print('No tag key configured')
+        log('No tag key configured')
 
     try:
         if main_config['TagValues']:
             tag_values = main_config['TagValues']
     except:
-        print('No tag values configured')
+        log('No tag values configured')
 
     try:
         if main_config['Regions']:
             regions = main_config['Regions']
     except:
-        print('No regions configured')
+        log('No regions configured')
 
     try:
         if main_config['CustomNamespaceFile']:
             custom_namespace_file = main_config['CustomNamespaceFile']
     except:
-        print('No custom namespaces configured')
+        log('No custom namespaces configured')
 
     decorated_resources = []
     region_namespaces = {'RegionNamespaces': []}
     if 'us-east-1' not in regions:
         regions.append('us-east-1')
-        print('Added us-east-1 region for global services')
+        log('Added us-east-1 region for global services')
 
     for region in regions:
         config = get_config(region)

From 4ff3e630817d4dc03c547057ea4f845e9473d800 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:05:43 +0100
Subject: [PATCH 03/39] add main

---
 data/main.py | 154 +++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 154 insertions(+)
 create mode 100644 data/main.py

diff --git a/data/main.py b/data/main.py
new file mode 100644
index 0000000..0e7f5eb
--- /dev/null
+++ b/data/main.py
@@ -0,0 +1,154 @@
+import os
+import json
+import time
+import datetime
+
+import click
+import boto3
+from tqdm import tqdm
+from InquirerPy import inquirer
+from InquirerPy.base.control import Choice
+from InquirerPy.separator import Separator
+
+from resource_collector import get_config, get_resources, cw_custom_namespace_retriever, router
+
+def get_active_regions(days=30, threshold=1):
+    """ Retrieve from Cost Explorer the list of regions where spend is over threshold
+    """
+    client = boto3.client('ce')
+    end = datetime.datetime.utcnow().date()
+    start = end - datetime.timedelta(days=days)
+    response = client.get_cost_and_usage(
+        TimePeriod={
+            'Start': start.strftime('%Y-%m-%d'),
+            'End': end.strftime('%Y-%m-%d')
+        },
+        Granularity='DAILY',
+        Metrics=['UnblendedCost'],
+        GroupBy=[
+            {
+                'Type': 'DIMENSION',
+                'Key': 'SERVICE'
+            },
+            {
+                'Type': 'DIMENSION',
+                'Key': 'REGION'
+            }
+        ]
+    )
+    region_spend = {}
+    for result in response['ResultsByTime']:
+        for group in result['Groups']:
+            if len(group['Keys']) > 1:
+                region = group['Keys'][1]
+                service = group['Keys'][0]
+                amount = group['Metrics']['UnblendedCost']['Amount']
+                if region == 'global':
+                    continue
+                if region not in region_spend:
+                    region_spend[region] = 0
+                region_spend[region] += float(amount)
+    return [region for region, amount in region_spend.items() if amount > threshold]
+
+def get_regions(default=None):
+    ec2_client = boto3.client('ec2')
+    all_regions = [region['RegionName'] for region in ec2_client.describe_regions()['Regions']]
+    if default is None:
+        try:
+            default = get_active_regions() + ['us-east-1']
+        except:
+            default = ['us-east-1']
+    return inquirer.checkbox(
+        message="Select regions:",
+        choices=sorted([Choice(value=name, enabled=name in default) for name in all_regions], key=lambda x: str(int(x.enabled)) + x.value, reverse=True),
+        cycle=False,
+    ).execute()
+
+def get_tag_key(default=None):
+    resource_tagging_api = boto3.client('resourcegroupstaggingapi')
+    tag_keys = list(resource_tagging_api.get_paginator('get_tag_keys').paginate().search('TagKeys'))
+    default = default or []
+    return inquirer.fuzzy(
+        message="Select Tag Key:",
+        choices=[Choice(value=name, enabled=name in default) for name in tag_keys],
+        cycle=False,
+    ).execute()
+
+def get_tag_values(key, default=None):
+    resource_tagging_api = boto3.client('resourcegroupstaggingapi')
+    tag_values = list(resource_tagging_api.get_paginator('get_tag_values').paginate(Key=key).search('TagValues'))
+    default = default or []
+    return inquirer.checkbox(
+        message=f"Select Tag {key} Value :",
+        choices=[Choice(value=name, enabled=name in default) for name in tag_values],
+        cycle=False,
+    ).execute()
+
+@click.command()
+@click.option('--regions', default=None, help='Comma Separated list of regions')
+@click.option('--tag', default=None, help='a Tag name')
+@click.option('--values', default=None, help='Comma Separated list of values')
+@click.option('--config-file', default=None, help='Json config file', type=click.Path())
+@click.option('--output-file', default="./resources.json", help='output file', type=click.Path())
+@click.option('--custom-namespaces-file', default="./custom_namespaces.json", help='custom_namespaces file', type=click.Path())
+@click.option('--base-name', default=None, help='Base Name')
+@click.option('--grouping-tag-key', default=None, help='GroupingTagKey')
+def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file):
+    """ Main """
+
+    if not config_file and os.path.exists("lib/config.json"):
+        config_file = "lib/config.json"
+        print('reading from {config}')
+    main_config = {}
+    if config_file:
+        main_config = json.load(open(config_file))
+        base_name = base_name or main_config.get('BaseName')
+        regions = regions or main_config.get('Regions')
+        tag = tag or main_config.get('TagKey')
+        values = values or main_config.get('TagValues')
+        output_file = output_file or main_config.get('ResourceFile')
+    base_name = base_name or inquirer.text('Enter BaseName', default=base_name or 'Application').execute()
+    regions = regions or get_regions()
+    tag = tag or get_tag_key()
+    values = values or get_tag_values(tag)
+
+
+    if not os.path.exists(output_file) or inquirer.confirm(f'Resources scan was done {time.ctime(os.path.getmtime(output_file))}. Re scan?', default=True).execute():
+        decorated_resources = []
+        region_namespaces = {'RegionNamespaces': []}
+        if 'us-east-1' not in regions:
+            regions.append('us-east-1')
+            print('Added us-east-1 region for global services')
+
+        for region in tqdm(regions, desc='Regions', leave=False):
+            config = get_config(region)
+            resources = get_resources(tag, values, config)
+            region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(config) }
+            region_namespaces['RegionNamespaces'].append(region_namespace)
+            for resource in tqdm(resources, desc='Resources', leave=False):
+                decorated_resources.append(router(resource, config))
+
+        with open(custom_namespaces_file, "w") as _file:
+            json.dump(region_namespaces, _file, indent=4, default=str)
+            print(f'custom_namespaces: {output_file}')
+
+        with open(output_file, "w") as _file:
+            json.dump(decorated_resources, _file, indent=4, default=str)
+            print(f'output: {output_file}')
+
+    config_file = config_file or "lib/config.json"
+    with open(config_file, "w") as _file:
+        main_config["Regions"] = regions
+        main_config["TagKey"] = tag
+        main_config["TagValues"] = values
+        main_config["ResourceFile"] = output_file
+        json.dump(main_config, _file, indent=4, default=str)
+    print(f'config: {config_file}')
+    print(f'config: {config_file}')
+
+    if inquirer.confirm(f'Run `cdk synth` ?', default=True).execute():
+        os.system('cdk synth')
+
+
+if __name__ == '__main__':
+    main()

From 3939db173566815f980988adf0e24712f435b0be Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:06:19 +0100
Subject: [PATCH 04/39] add main

---
 requirements.txt | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 94bbd78..cbff2a6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,4 @@
 boto3
-botocore
\ No newline at end of file
+botocore
+tqdm
+PyInquirer
\ No newline at end of file

From 3646287e94f5136437604416b3383e21f3608e71 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:07:27 +0100
Subject: [PATCH 05/39] better error handling

---
 lib/iem-dashboard-stack.ts | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/lib/iem-dashboard-stack.ts b/lib/iem-dashboard-stack.ts
index 63ae68c..57c00b6 100644
--- a/lib/iem-dashboard-stack.ts
+++ b/lib/iem-dashboard-stack.ts
@@ -9,7 +9,7 @@ export class IemDashboardStack extends Stack {
   constructor(scope: Construct, id: string, props?: StackProps) {
     super(scope, id, props);
 
-    const dashboard = new Dashboard(this,config.BaseName,{
+    const dashboard = new Dashboard(this, config.BaseName, {
       dashboardName: config.BaseName + '-Dashboard'
     });
 
@@ -17,8 +17,9 @@ export class IemDashboardStack extends Stack {
     try {
       resources = require(config.ResourceFile);
       console.log(`LOADED RESOURCE FILE ${config.ResourceFile}`);
-    } catch {
-      console.log(`ERROR: ${config.ResourceFile} not found, run 'cd data; python resource_collector.py'`);
+    } catch (error) {
+      console.error(`An error occurred: ${error.message}`);
+      console.error(`ERROR: file ${config.ResourceFile} not found, run 'cd data; python resource_collector.py'`);
     }
 
     const graphFactory = new GraphFactory(this,'GraphFactory',resources, config);

From f0126dbae790b18c5019134e7675f02c3b7667f2 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:10:18 +0100
Subject: [PATCH 06/39] better error handling

---
 .gitignore | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.gitignore b/.gitignore
index f60797b..e4744fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,6 +2,9 @@
 !jest.config.js
 *.d.ts
 node_modules
+*/__pycache__/*
+lib/*.json
+data/*.json
 
 # CDK asset staging directory
 .cdk.staging

From a6882c56f6460a8504b9ceb4c09a47949c330759 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:26:58 +0100
Subject: [PATCH 07/39] more work

---
 data/main.py    | 19 +++++++++---------
 lib/config.json | 53 ++++++++++++++++++++++++++++++-------------------
 2 files changed, 43 insertions(+), 29 deletions(-)

diff --git a/data/main.py b/data/main.py
index 0e7f5eb..07d0b66 100644
--- a/data/main.py
+++ b/data/main.py
@@ -67,11 +67,10 @@ def get_regions(default=None):
 def get_tag_key(default=None):
     resource_tagging_api = boto3.client('resourcegroupstaggingapi')
     tag_keys = list(resource_tagging_api.get_paginator('get_tag_keys').paginate().search('TagKeys'))
-    default = default or []
     return inquirer.fuzzy(
         message="Select Tag Key:",
-        choices=[Choice(value=name, enabled=name in default) for name in tag_keys],
-        cycle=False,
+        choices=[Choice(value=name) for name in tag_keys],
+        default=default,
     ).execute()
 
 def get_tag_values(key, default=None):
@@ -93,24 +92,26 @@ def get_tag_values(key, default=None):
 @click.option('--custom-namespaces-file', default="./custom_namespaces.json", help='custom_namespaces file', type=click.Path())
 @click.option('--base-name', default=None, help='Base Name')
 @click.option('--grouping-tag-key', default=None, help='GroupingTagKey')
-def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file):
+def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file, grouping_tag_key):
     """ Main """
 
     if not config_file and os.path.exists("lib/config.json"):
         config_file = "lib/config.json"
-        print('reading from {config}')
     main_config = {}
     if config_file:
+        print(f'reading from {config_file}')
         main_config = json.load(open(config_file))
+        print(main_config)
         base_name = base_name or main_config.get('BaseName')
+        grouping_tag_key = grouping_tag_key or main_config.get('GroupingTagKey')
         regions = regions or main_config.get('Regions')
         tag = tag or main_config.get('TagKey')
         values = values or main_config.get('TagValues')
         output_file = output_file or main_config.get('ResourceFile')
-    base_name = base_name or inquirer.text('Enter BaseName', default=base_name or 'Application').execute()
-    regions = regions or get_regions()
-    tag = tag or get_tag_key()
-    values = values or get_tag_values(tag)
+    base_name = inquirer.text('Enter BaseName', default=base_name or 'Application').execute()
+    regions = get_regions(default=regions)
+    tag = get_tag_key(default=tag)
+    values = get_tag_values(tag, default=values or [])
 
 
     if not os.path.exists(output_file) or inquirer.confirm(f'Resources scan was done {time.ctime(os.path.getmtime(output_file))}. Re scan?', default=True).execute():
diff --git a/lib/config.json b/lib/config.json
index fee66e2..cbc1b54 100644
--- a/lib/config.json
+++ b/lib/config.json
@@ -1,21 +1,34 @@
 {
-  "BaseName": "Application",
-  "ResourceFile": "../data/resources.json",
-  "TagKey": "iem",
-  "TagValues": ["202202","202102"],
-  "Regions": ["eu-west-1"],
-  "GroupingTagKey": "groupby",
-  "CustomEC2TagKeys": ["Add","Your","TagKeys", "Here"],
-  "CustomNamespaceFile": "../data/custom_namespaces.json",
-  "Compact": false,
-  "CompactMaxResourcesPerWidget": 10,
-  "AlarmTopic": "",
-  "AlarmDashboard": {
-    "enabled": false,
-    "organizationId": "",
-    "alarmViewListSize": 100
-  },
-  "MetricDashboards": {
-    "enabled": true
-  }
-}
+    "BaseName": "Application",
+    "ResourceFile": "./resources.json",
+    "TagKey": "Name",
+    "TagValues": [
+        "attachement1",
+        "test",
+        "test1",
+        "transit-gateway-01"
+    ],
+    "Regions": [
+        "us-east-1",
+        "eu-west-1"
+    ],
+    "GroupingTagKey": "groupby",
+    "CustomEC2TagKeys": [
+        "Add",
+        "Your",
+        "TagKeys",
+        "Here"
+    ],
+    "CustomNamespaceFile": "../data/custom_namespaces.json",
+    "Compact": false,
+    "CompactMaxResourcesPerWidget": 10,
+    "AlarmTopic": "",
+    "AlarmDashboard": {
+        "enabled": false,
+        "organizationId": "",
+        "alarmViewListSize": 100
+    },
+    "MetricDashboards": {
+        "enabled": true
+    }
+}
\ No newline at end of file

From f8bbd79196951e34478c32b778fd8eb59430da3e Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:39:55 +0100
Subject: [PATCH 08/39] refactoring

---
 data/main.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/data/main.py b/data/main.py
index 07d0b66..e75b082 100644
--- a/data/main.py
+++ b/data/main.py
@@ -8,7 +8,6 @@
 from tqdm import tqdm
 from InquirerPy import inquirer
 from InquirerPy.base.control import Choice
-from InquirerPy.separator import Separator
 
 from resource_collector import get_config, get_resources, cw_custom_namespace_retriever, router
 
@@ -101,7 +100,6 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
     if config_file:
         print(f'reading from {config_file}')
         main_config = json.load(open(config_file))
-        print(main_config)
         base_name = base_name or main_config.get('BaseName')
         grouping_tag_key = grouping_tag_key or main_config.get('GroupingTagKey')
         regions = regions or main_config.get('Regions')
@@ -145,11 +143,15 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
         main_config["ResourceFile"] = output_file
         json.dump(main_config, _file, indent=4, default=str)
     print(f'config: {config_file}')
-    print(f'config: {config_file}')
+
+    if not os.path.exists('node_modules') and inquirer.confirm(f'Looks like node dependencies are not installed. Run `npm ic` ?', default=True).execute():
+        os.system('npm ic')
 
     if inquirer.confirm(f'Run `cdk synth` ?', default=True).execute():
         os.system('cdk synth')
 
+        if inquirer.confirm(f'Run `cdk deploy` ?', default=True).execute():
+            os.system('cdk deploy')
 
 if __name__ == '__main__':
     main()

From e58152bdf0669b202be0a7e6c4885b5668250894 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 21:41:31 +0100
Subject: [PATCH 09/39] revert config

---
 lib/config.json | 33 ++++++++++-----------------------
 1 file changed, 10 insertions(+), 23 deletions(-)

diff --git a/lib/config.json b/lib/config.json
index cbc1b54..e150b51 100644
--- a/lib/config.json
+++ b/lib/config.json
@@ -1,34 +1,21 @@
 {
     "BaseName": "Application",
-    "ResourceFile": "./resources.json",
-    "TagKey": "Name",
-    "TagValues": [
-        "attachement1",
-        "test",
-        "test1",
-        "transit-gateway-01"
-    ],
-    "Regions": [
-        "us-east-1",
-        "eu-west-1"
-    ],
+    "ResourceFile": "../data/resources.json",
+    "TagKey": "iem",
+    "TagValues": ["202202","202102"],
+    "Regions": ["eu-west-1"],
     "GroupingTagKey": "groupby",
-    "CustomEC2TagKeys": [
-        "Add",
-        "Your",
-        "TagKeys",
-        "Here"
-    ],
+    "CustomEC2TagKeys": ["Add","Your","TagKeys", "Here"],
     "CustomNamespaceFile": "../data/custom_namespaces.json",
     "Compact": false,
     "CompactMaxResourcesPerWidget": 10,
     "AlarmTopic": "",
     "AlarmDashboard": {
-        "enabled": false,
-        "organizationId": "",
-        "alarmViewListSize": 100
+      "enabled": false,
+      "organizationId": "",
+      "alarmViewListSize": 100
     },
     "MetricDashboards": {
-        "enabled": true
+      "enabled": true
     }
-}
\ No newline at end of file
+  }
\ No newline at end of file

From 10613803d2c635b22cd7629583fd9d92934db9ef Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 22:33:49 +0100
Subject: [PATCH 10/39] rollback changes on debugstackset

---
 lib/config.json | 40 ++++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/lib/config.json b/lib/config.json
index e150b51..7bf64fa 100644
--- a/lib/config.json
+++ b/lib/config.json
@@ -1,21 +1,21 @@
 {
-    "BaseName": "Application",
-    "ResourceFile": "../data/resources.json",
-    "TagKey": "iem",
-    "TagValues": ["202202","202102"],
-    "Regions": ["eu-west-1"],
-    "GroupingTagKey": "groupby",
-    "CustomEC2TagKeys": ["Add","Your","TagKeys", "Here"],
-    "CustomNamespaceFile": "../data/custom_namespaces.json",
-    "Compact": false,
-    "CompactMaxResourcesPerWidget": 10,
-    "AlarmTopic": "",
-    "AlarmDashboard": {
-      "enabled": false,
-      "organizationId": "",
-      "alarmViewListSize": 100
-    },
-    "MetricDashboards": {
-      "enabled": true
-    }
-  }
\ No newline at end of file
+  "BaseName": "Application",
+  "ResourceFile": "../data/resources.json",
+  "TagKey": "iem",
+  "TagValues": ["202202","202102"],
+  "Regions": ["eu-west-1"],
+  "GroupingTagKey": "groupby",
+  "CustomEC2TagKeys": ["Add","Your","TagKeys", "Here"],
+  "CustomNamespaceFile": "../data/custom_namespaces.json",
+  "Compact": false,
+  "CompactMaxResourcesPerWidget": 10,
+  "AlarmTopic": "",
+  "AlarmDashboard": {
+    "enabled": false,
+    "organizationId": "",
+    "alarmViewListSize": 100
+  },
+  "MetricDashboards": {
+    "enabled": true
+  }
+}
\ No newline at end of file

From 9fa86024815f80810b2b2af9e18878608a04ea8a Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Thu, 29 Feb 2024 23:39:05 +0100
Subject: [PATCH 11/39] update readme and add paramteres in the stack

---
 README.md                                | 228 +++++++++--------------
 stack_sets/event_forwarder_template.yaml |  18 +-
 2 files changed, 103 insertions(+), 143 deletions(-)

diff --git a/README.md b/README.md
index 2162c0b..abbcc2f 100644
--- a/README.md
+++ b/README.md
@@ -3,168 +3,89 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![AWS Provider](https://img.shields.io/badge/provider-AWS-orange?logo=amazon-aws&color=ff9900)](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/WhatIsCloudWatch.html)
 
-The project is an example how to use AWS Resource Groups Tagging API to retrieve a specific tag
-and then based on found resources pull additional information from respective service APIs to generate
-a configuration file (JSON) to build a CloudWatch Dashboard with _reasonable_ metrics and alarms. Optionally customers
-can also deploy a central alarm dashboard to monitor alarms across an AWS Organization, AWS Organization OU or across 
-arbitrary number of AWS accounts.
+The project is an example how to use AWS Resource Groups Tagging API to retrieve a specific tag and then based on found resources pull additional information from respective service APIs to generate a configuration file (JSON) to build a CloudWatch Dashboard with _reasonable_ metrics and alarms. Optionally customers
+can also deploy a central alarm dashboard to monitor alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
 
 ## Features
+### 1. Metric dashboards
+- Discover AWS resources based on Tag
+- Generates a set of CloudWatch Dashboards for AWS Resources. Dashboards are specifically designed to monitor the most important operational metrics.
 
-### Supported services
-
-- Amazon API Gateway v1 (REST)
-- Amazon API Gateway v2 (HTTP, WebSockets)
-- AWS AppSync
-- Amazon Aurora
-- Auto Scaling groups
-- On-Demand Capacity Reservations
-- Amazon CloudFront
-- Amazon DynamoDB
-- Amazon EBS (as part of EC2)
-- Amazon EC2 (support for t\* burstable instances, support for CloudWatch Agent)
-- ELB v1 (ELB Classic)
-- ELB v2 (ALB, NLB)
-- Amazon ECS (EC2 and Fargate)
-- Amazon EFS
-- AWS Lambda
-- AWS Elemental MediaLive
-- AWS Elemental MediaPackage
-- NAT Gateway
-- RDS
-- S3
-- SNS
-- SQS
-- Transit Gateway
-- AWS WAFv2
-
-### Central alarm dashboard features
+### 2. Alarm dashboard
 - Event-driven for scalability and speed
 - Supports arbitrary source accounts within an AWS Organization (different teams can have own dashboards)
 - Supports automatic source account configuration through stack-sets
-- Supports visualization and sorting of alarm priority (CRITICAL, MEDIUM, LOW) through alarm tags in source accounts. 
-Simply add tag with key `priority` and values critical, medium or low.
+- Supports visualization and sorting of alarm priority (CRITICAL, MEDIUM, LOW) through alarm tags in source accounts. Simply add tag with key `priority` and values critical, medium or low.
 - Supports tag data for EC2 instances in source accounts
 
 ## How it works
 
 ### Metric dashboards
-1. `data/resource_collector.py` is used to call the Resource Groups Tagging API and to generate the configuration file.
+1. A python tool `data/main.py` is used to retrieve a list of resources using Resource Groups Tagging API and to generate the configuration file.
 2. CDK (v2) is used to generate CloudFormation template and deploy it
 
-The solution will create metrics and alarms following best practices.
-
-### Central alarm dashboard
-When a CloudWatch Alarm changes state (going from OK to ALARM state), an event is emitted to EventBridge in the account. 
-An event bus rule forwards the event to the central event bus in the monitoring account. This event is then registered
-in DynamoDB. CloudWatch custom widgets visualize current alarm state on the dashboard.
+### Central Alarm Dashboard
+When a CloudWatch Alarm changes state (going from OK to ALARM state), an event is emitted to EventBridge in the account. An event bus rule forwards the event to the central event bus in the monitoring account. This event is then registered in DynamoDB. CloudWatch custom widgets visualize current alarm state on the dashboard.
 
 ## Prerequisites
-
-### To generate the resource configuration:
-
-- Python 3
-- Boto 3 (Python module. `python -m pip install boto3`)
-
-### To generate the dashboard
-
+- Python3
 - NodeJS 16+, recommended 18LTS, (required by CDK v2)
 - CDK v2 (Installation: `npm -g install aws-cdk@latest`)
 
-## Configuration properties in lib/config.json
-
-`BaseName` (String:required) - Base-name of your dashboards. This will be the prefix of the dashboard names.
-
-`ResourceFile` (String:required) - The path for the file where resources are stored. Used by the `resource_collector.py`
-when generating resource config and by the CDK when generating the CF template.
-
-`TagKey` (String:required) - Configuration of the tag key that will select resources to be included.
-
-`TagValues` (Array<String>:required) - List of values of `TagKey` to include.
-
-`Regions` (Array<String>:required) - List of regions from which resources are displayed.
-
-`GroupingTagKey` (String:optional) - If set, separate Lambda and EC2 dashboards will be created for every value of that 
-tag. Every value groups resources by that value.
-
-`CustomEC2TagKeys` (Array<String>:optional) - If set, the tag info will show in the EC2 header widget in format 
-Key:Value. Useful to add auxilary information to the header.
-
-`CustomNamepsaceFile` (String:required) - Detected custom namespaces. Not yet used.
-
-`Compact` (boolean (true/false):required) - When set to true, multiple Lambda functions will be put in a single widget 
-set. Useful when there are many Lambda functions.
-
-`CompactMaxResourcesPerWidget` (Integer:required) - When `Compact` is set to true, determines how many Lambda functions 
-will be in each widget set.
+## Installation and Run deployment of CloudWatch Dashboards
+
+1. Check out the project, install dependencies and initiate CDK
+```bash
+git checkout git@github.com:aws-samples/tag-based-cloudwatch-dashboard.git
+cd tag-based-cloudwatch-dashboard
+pip3 install -r requirements.txt
+npm ic
+cdk bootstrap
+```
+2. Run
+```bash
+python3 data/main.py
+```
+The tool will read existing configuration file, the read resources from your AWS Account in given regions and generate for all resources with a given Tag a CloudWatch Dashboards. You can fine tune Dashboards using Configuration File and repeating the command above.
+
+3. Explore Dashboards in your CloudWatch console https://console.aws.amazon.com/cloudwatch/home?#dashboards/
+
+## Enabling Alarms Feature
+Enabling of alarms feature requires modifications on 2 accounts: source account and destination account.
+
+1. In addition to CloudWatch Dashboards dashboards deployment, modify in `lib/config.json` by setting `AlarmDashboard.enabled` to `True` and provide your AWS-Organizations id in `AlarmDashboard.organizationId` (o-xxxxx, not ou-xxxx). Then update dashboards using the tool:
+```bash
+python3 data/main.py
+```
+
+2. Deploy `event_forwarder.yaml` template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account.
+
+If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy `event_forwarder.yaml` in all relevant regions of your Management Account.
+
+## Advanced configuration
+You can fine tune configuration of dashboards in by editing a configuration file `lib/config.json`
+
+* `BaseName` (String:required) - Base-name of your dashboards. This will be the prefix of the dashboard names.
+* `ResourceFile` (String:required) - The path for the file where resources are stored. Used by the `resource_collector.py` when generating resource config and by the CDK when generating the CF template.
+* `TagKey` (String:required) - Configuration of the tag key that will select resources to be included.
+* `TagValues` (Array<String>:required) - List of values of `TagKey` to include.
+* `Regions` (Array<String>:required) - List of regions from which resources are displayed.
+* `GroupingTagKey` (String:optional) - If set, separate Lambda and EC2 dashboards will be created for every value of that tag. Every value groups resources by that value.
+* `CustomEC2TagKeys` (Array<String>:optional) - If set, the tag info will show in the EC2 header widget in format Key:Value. Useful to add auxilary information to the header.
+* `CustomNamepsaceFile` (String:required) - Detected custom namespaces. Not yet used.
+* `Compact` (boolean (true/false):required) - When set to true, multiple Lambda functions will be put in a single widget set. Useful when there are many Lambda functions.
+* `CompactMaxResourcesPerWidget` (Integer:required) - When `Compact` is set to true, determines how many Lambda functions will be in each widget set.
+* `AlarmTopic` (String:optional) - When `AlarmTopic` contains a string with an ARN to a SNS topic, all alarms will be created with an action to send notification to that SNS topic.
+* `AlarmDashboard.enabled` (boolean (true/false):optional) - When set to true deploys the alarm dashboard in the account.
+* `AlarmDashboard.organizationId` (String: required when `AlarmDashboard.enabled` is true) - Required in order to set resource policy on the custom event bus to allow PutEvents from the AWS Organization.
+* `MetricDashboards.enabled` (boolean (true/false):optional) - If not defined or set to true, deploy metric dashboards. Recommended if only alarm dashboard is being deployed.
 
-`AlarmTopic` (String:optional) - When `AlarmTopic` contains a string with an ARN to a SNS topic, all alarms will be 
-created with an action to send notification to that SNS topic.
-
-`AlarmDashboard.enabled` (boolean (true/false):optional) - When set to true deploys the alarm dashboard in the account.
-
-`AlarmDashboard.organizationId` (String: required when `AlarmDashboard.enabled` is true) - Required in order to set 
-resource policy on the custom event bus to allow PutEvents from the AWS Organization.
-
-`MetricDashboards.enabled` (boolean (true/false):optional) - If not defined or set to true, deploy metric dashboards. 
-Recommended if only alarm dashboard is being deployed.
-
-
-## Getting and preparing the code
-
-1. Check out the project.
-2. Change current directory to project directory. (`cd tag-based-cloudwatch-dashboard`)
-3. If deploying for the first time, run `cdk bootstrap` to bootstrap the environment 
-(https://docs.aws.amazon.com/cdk/v2/guide/bootstrapping.html). In case you don't want to bootstrap 
-read [Deploying without boostraping CDK](BOOTSTRAP.md).
-4. Run `npm install` to install dependencies.
-
-## Configuring the dashboards
-1. Open the configuration file `lib/config.json` in your editor of choice.
-2. Set TagKey to tag key you want to use and TagValues to an array of values. Dashboard will collect all resources tagged 
-with that key and the specified values.
-3. Set Regions to include the regions that contain resources you want to monitor. 
-4. **OPTIONAL** if you want to deploy central alarm dashboard set `AlarmDashboard.enabled` to true and provide your AWS
-Organizations id in `AlarmDashboard.organizationId`.
-5. **OPTIONAL** if you don't want to use metric dashboards you can disable creation of those by setting
-`MetricDashboards.enabled` to false. See _Configuration properties in lib/config.json_ above for more information.
-6. Save the configuration file.
-
-## Deploying the dashboards
-
-1. If the deployment of the metric dashboards have been enabled, run `cd data; python3 resource_collector.py` to create 
-the resource configuration file (`resources.json` in the `data` directory).
-2. **OPTIONAL:** Edit `BaseName`-property in `lib/config.json` to change the name of your dashboard. In case you plan to
-deploy multiple sets of dashboards for different applications in the same account, ensure all subsequent deploys have 
-different `BaseName`.
-3. Run `cd ..` to change directory to project root. 
-4. Run `cdk synth` to generate CF template or use `cdk deploy --all` to deploy directly to your AWS account.
-5. In case central alarm dashboard is enabled in the configuration, take note of deployment output,
-`*.CustomEventBusArn` and `*.CustomDynamoDBFunctionRoleArn` and copy those ARNs to use in the next stage.
-
-## Enabling source accounts to share alarms
-_This only applies in case `AlarmDashboard.enabled` is set_
-
-1. Run command `cd stack_sets` to change directory which contains `event_forwarder_template.yaml`.
-2. Run command `sh create_stackset.sh ARN_OF_CUSTOM_EVENT_BUS ARN_OF_THE_LAMBDA_FUNCTION_ROLE_ARN`, replace the
-placeholder with the ARNs from the previous step.
-3. Deploy the generated `event_forwarder.yaml`-template manually to each of the source accounts and each region you wish 
-to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through 
-service managed stack-sets from your management account or stack-set delegate account.
-
-## Monitoring alarms in "Management Account"
-
-In case you have alarms in the AWS Organizations management account but are deploying the Alarm Dashboard in another 
-account, you will need to manually deploy `event_forwarder.yaml` in the management account in all regions that you want
-to receive alarms from. This is because of that even if the `event_forwarder.yaml` is deployed as a managed stack set it 
-won't get deployed in the management account. 
 
 ## Tips
-
-Try setting up a CodeCommit repository where you store your code. Set up a CI/CD pipeline to automatically redeploy your dashboard.
+You can setting up a CodeCommit repository where you store your code. Set up a CI/CD pipeline to automatically redeploy your dashboard.
 This way, if you want to change/add/remove any metrics for any of the services you change the code, commit it, and it will be automatically deployed.
 
-Try creating an EventBridge rule that will listen to specific tag change and trigger the CodeBuild project to redeploy the dashboard.
+You can also create an EventBridge rule that will listen to specific tag change and trigger the CodeBuild project to redeploy the dashboard.
 This way, if you have an autoscaling group or just tag additional resources the dashboard will deploy automatically. In case you do so, monitor your builds
 to avoid rare situations where a lot of tag changes could cause excessive amounts of concurrent or queued builds (for example event bridge rule misconfiguration or
 variable loads that causes ASG to scale up and down quickly). This can be done by specifying tag value in the Event Bridge rule or instead of triggering the build
@@ -211,6 +132,33 @@ directly from Event Bridge sending it to a Lambda function for more flexible dec
 
   [![Click to open screenshot](screenshots/ECS-EC2-service-thumb.png)](screenshots/ECS-EC2-service.png)
 
-### Developing
 
+## Supported services
+- Amazon API Gateway v1 (REST)
+- Amazon API Gateway v2 (HTTP, WebSockets)
+- AWS AppSync
+- Amazon Aurora
+- Auto Scaling groups
+- On-Demand Capacity Reservations
+- Amazon CloudFront
+- Amazon DynamoDB
+- Amazon EBS (as part of EC2)
+- Amazon EC2 (support for t\* burstable instances, support for CloudWatch Agent)
+- ELB v1 (ELB Classic)
+- ELB v2 (ALB, NLB)
+- Amazon ECS (EC2 and Fargate)
+- Amazon EFS
+- AWS Lambda
+- AWS Elemental MediaLive
+- AWS Elemental MediaPackage
+- NAT Gateway
+- RDS
+- S3
+- SNS
+- SQS
+- Transit Gateway
+- AWS WAFv2
+
+
+## Developing
 [Developing](DEVELOPING.md)
diff --git a/stack_sets/event_forwarder_template.yaml b/stack_sets/event_forwarder_template.yaml
index 0acd152..78cbefd 100644
--- a/stack_sets/event_forwarder_template.yaml
+++ b/stack_sets/event_forwarder_template.yaml
@@ -1,5 +1,17 @@
 AWSTemplateFormatVersion: '2010-09-09'
 
+Parameters:
+
+  CentralBusARN:
+    Type: String
+    Description: ARN of EventBus in the central Account
+    Default: REPLACE_WITH_CENTRAL_BUS_ARN
+
+  LambdaRoleARN:
+    Type: String
+    Description: Central Lambda Function ARN
+    Default: REPLACE_WITH_LAMBDA_ROLE_ARN
+
 Resources:
 
   CentralEventBusForwardingRole:
@@ -19,7 +31,7 @@ Resources:
             Statement:
               - Effect: 'Allow'
                 Action: 'events:PutEvents'
-                Resource: 'REPLACE_WITH_CENTRAL_BUS_ARN'
+                Resource: !Ref CentralBusARN
 
   AlarmStateChangeEventRule:
     Type: 'AWS::Events::Rule'
@@ -32,7 +44,7 @@ Resources:
           - 'CloudWatch Alarm State Change'
       State: 'ENABLED'
       Targets:
-        - Arn: 'REPLACE_WITH_CENTRAL_BUS_ARN'
+        - Arn: !Ref CentralBusARN
           Id: 'Target1'
           RoleArn: !GetAtt [ CentralEventBusForwardingRole, Arn ]
 
@@ -44,7 +56,7 @@ Resources:
           - Action: sts:AssumeRole
             Effect: Allow
             Principal:
-              AWS: 'REPLACE_WITH_LAMBDA_ROLE_ARN'
+              AWS: !Ref LambdaRoleARN
         Version: "2012-10-17"
       Description: Role used by central Alarm event augmentation Lambda function
       RoleName: !Sub "CrossAccountAlarmAugmentationAssumeRole-${AWS::Region}"

From 38768c8fa0f3d5ff52065a8a118d10b78a7bbec0 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 09:33:29 +0100
Subject: [PATCH 12/39] allow multiple accounts

---
 data/main.py | 25 +++++++++++++++++++++----
 1 file changed, 21 insertions(+), 4 deletions(-)

diff --git a/data/main.py b/data/main.py
index e75b082..d1479cf 100644
--- a/data/main.py
+++ b/data/main.py
@@ -111,10 +111,27 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
     tag = get_tag_key(default=tag)
     values = get_tag_values(tag, default=values or [])
 
-
-    if not os.path.exists(output_file) or inquirer.confirm(f'Resources scan was done {time.ctime(os.path.getmtime(output_file))}. Re scan?', default=True).execute():
-        decorated_resources = []
-        region_namespaces = {'RegionNamespaces': []}
+    need_scan = True
+    decorated_resources = []
+    if os.path.exists(output_file):
+
+        choice = inquirer.select(
+            f'Resources file was updated {time.ctime(os.path.getmtime(output_file))}',
+            choices=["Amend/update", "Override", "Skip scan and use previous results"],
+            default="Amend/update",
+        ).execute()
+        if choice == "Amend/update":
+            with open(config_file, "w") as :
+                decorated_resources = json.load(main_config, _file)
+            account_id = boto3.client('sts').get_caller_identity()['Account']
+            # clean from current account resources
+            decorated_resources = [resource for resource in decorated_resources if account_id not in resource.get('ResourceARN', '')]
+        elif choice == "Override":
+            need_scan = True
+        else:
+            need_scan = False
+
+    if need_scan:
         if 'us-east-1' not in regions:
             regions.append('us-east-1')
             print('Added us-east-1 region for global services')

From 3fca7fea4775a15d8a737c6ca732052188596b0d Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 10:50:58 +0100
Subject: [PATCH 13/39] fixes

---
 data/main.py    |  7 ++++---
 lib/config.json | 51 +++++++++++++++++++++++++++++++------------------
 2 files changed, 36 insertions(+), 22 deletions(-)

diff --git a/data/main.py b/data/main.py
index d1479cf..aa99e96 100644
--- a/data/main.py
+++ b/data/main.py
@@ -113,7 +113,8 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
 
     need_scan = True
     decorated_resources = []
-    if os.path.exists(output_file):
+    region_namespaces = {'RegionNamespaces': []}
+    if os.path.exists(output_file) and open():
 
         choice = inquirer.select(
             f'Resources file was updated {time.ctime(os.path.getmtime(output_file))}',
@@ -121,8 +122,8 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
             default="Amend/update",
         ).execute()
         if choice == "Amend/update":
-            with open(config_file, "w") as :
-                decorated_resources = json.load(main_config, _file)
+            with open(output_file) as _file :
+                decorated_resources = json.load(_file)
             account_id = boto3.client('sts').get_caller_identity()['Account']
             # clean from current account resources
             decorated_resources = [resource for resource in decorated_resources if account_id not in resource.get('ResourceARN', '')]
diff --git a/lib/config.json b/lib/config.json
index 7bf64fa..c44fe45 100644
--- a/lib/config.json
+++ b/lib/config.json
@@ -1,21 +1,34 @@
 {
-  "BaseName": "Application",
-  "ResourceFile": "../data/resources.json",
-  "TagKey": "iem",
-  "TagValues": ["202202","202102"],
-  "Regions": ["eu-west-1"],
-  "GroupingTagKey": "groupby",
-  "CustomEC2TagKeys": ["Add","Your","TagKeys", "Here"],
-  "CustomNamespaceFile": "../data/custom_namespaces.json",
-  "Compact": false,
-  "CompactMaxResourcesPerWidget": 10,
-  "AlarmTopic": "",
-  "AlarmDashboard": {
-    "enabled": false,
-    "organizationId": "",
-    "alarmViewListSize": 100
-  },
-  "MetricDashboards": {
-    "enabled": true
-  }
+    "BaseName": "Application",
+    "ResourceFile": "./resources.json",
+    "TagKey": "Name",
+    "TagValues": [
+        "attachement1",
+        "test",
+        "test1",
+        "transit-gateway-01"
+    ],
+    "Regions": [
+        "eu-west-1",
+        "us-east-1"
+    ],
+    "GroupingTagKey": "groupby",
+    "CustomEC2TagKeys": [
+        "Add",
+        "Your",
+        "TagKeys",
+        "Here"
+    ],
+    "CustomNamespaceFile": "../data/custom_namespaces.json",
+    "Compact": false,
+    "CompactMaxResourcesPerWidget": 10,
+    "AlarmTopic": "",
+    "AlarmDashboard": {
+        "enabled": false,
+        "organizationId": "",
+        "alarmViewListSize": 100
+    },
+    "MetricDashboards": {
+        "enabled": true
+    }
 }
\ No newline at end of file

From fc3d5a2b2af650581a0c594dedfd358abb9cf63b Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 10:51:43 +0100
Subject: [PATCH 14/39] fixes

---
 data/main.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data/main.py b/data/main.py
index aa99e96..15e9e28 100644
--- a/data/main.py
+++ b/data/main.py
@@ -114,7 +114,7 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
     need_scan = True
     decorated_resources = []
     region_namespaces = {'RegionNamespaces': []}
-    if os.path.exists(output_file) and open():
+    if os.path.exists(output_file):
 
         choice = inquirer.select(
             f'Resources file was updated {time.ctime(os.path.getmtime(output_file))}',

From e7a9bafda52f31a033c0f094dae13083454af2cb Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:25:39 +0100
Subject: [PATCH 15/39] add profile

---
 data/resource_collector.py | 167 +++++++++++++++++++------------------
 1 file changed, 84 insertions(+), 83 deletions(-)

diff --git a/data/resource_collector.py b/data/resource_collector.py
index 3161d4e..aafe617 100644
--- a/data/resource_collector.py
+++ b/data/resource_collector.py
@@ -8,29 +8,29 @@
 def log(*args, **kwargs):
     tqdm.write(*args, **kwargs)
 
-def get_resources(tag_name, tag_values, config):
+def get_resources(tag_name, tag_values, session, config):
     """Get resources from resource groups and tagging API.
     Assembles resources in a list containing only ARN and tags
     """
     return  (
-        get_resources_from_api(tag_name, tag_values, config)
-        + autoscaling_retriever(tag_name, tag_values, config)
+        get_resources_from_api(tag_name, tag_values, session, config)
+        + autoscaling_retriever(tag_name, tag_values, session, config)
     )
 
-def get_resources_from_api(tag_name, tag_values, config):
-    resourcetaggingapi = boto3.client('resourcegroupstaggingapi', config=config)
+def get_resources_from_api(tag_name, tag_values, session, config):
+    resourcetaggingapi = session.client('resourcegroupstaggingapi', config=config)
     return list(
         resourcetaggingapi.get_paginator('get_resources').paginate(
             TagFilters=[{'Key': tag_name, 'Values': tag_values}]
         ).search('ResourceTagMappingList')
     )
 
-def autoscaling_retriever(tag_name, tag_values, config):
+def autoscaling_retriever(tag_name, tag_values, session, config):
     """Autoscaling is not supported by resource groups and tagging api
     This is
     :return:
     """
-    asg = boto3.client('autoscaling', config=config)
+    asg = session.client('autoscaling', config=config)
     resources = list(
         asg.get_paginator('describe_auto_scaling_groups').paginate(
             Filters=[{'Name': 'tag:' + tag_name, 'Values': tag_values}]
@@ -40,10 +40,10 @@ def autoscaling_retriever(tag_name, tag_values, config):
         resource['ResourceARN'] = resource['AutoScalingGroupARN']
     return resources
 
-def cw_custom_namespace_retriever(config):
+def cw_custom_namespace_retriever(session, config):
     """Retrieving all custom namespaces
     """
-    cw = boto3.client('cloudwatch', config=config)
+    cw = session.client('cloudwatch', config=config)
     resources = []
     response = cw.list_metrics()
     for record in response['Metrics']:
@@ -67,61 +67,61 @@ def cw_custom_namespace_retriever(config):
 
 
 
-def router(resource, config):
+def router(resource, session, config):
     arn = resource['ResourceARN']
     if ':apigateway:' in arn and '/restapis/' in arn and 'stages' not in arn:
-        resource = apigw1_decorator(resource, config)
+        resource = apigw1_decorator(resource, session, config)
     elif ':apigateway:' in arn and '/apis/' in arn and 'stages' not in arn:
-        resource = apigw2_decorator(resource, config)
+        resource = apigw2_decorator(resource, session, config)
     elif ':appsync:' in arn:
-        resource = appsync_decorator(resource, config)
+        resource = appsync_decorator(resource, session, config)
     elif ':rds:' in arn and ':cluster:' in arn:
-        resource = aurora_decorator(resource, config)
+        resource = aurora_decorator(resource, session, config)
     elif ':autoscaling:' in arn and ':autoScalingGroup:' in arn:
-        resource = autoscaling_decorator(resource, config)
+        resource = autoscaling_decorator(resource, session, config)
     elif ':capacity-reservation/' in arn:
-        resource = odcr_decorator(resource, config)
+        resource = odcr_decorator(resource, session, config)
     elif ':dynamodb:' in arn and ':table/' in arn:
-        resource = dynamodb_decorator(resource, config)
+        resource = dynamodb_decorator(resource, session, config)
     elif ':ec2:' in arn and ':instance/' in arn:
-        resource = ec2_decorator(resource, config)
+        resource = ec2_decorator(resource, session, config)
     elif 'lambda' in arn and 'function' in arn:
-        resource = lambda_decorator(resource, config)
+        resource = lambda_decorator(resource, session, config)
     elif 'elasticloadbalancing' in arn and '/net/' not in arn and '/app/' not in arn and ':targetgroup/' not in arn:
-        resource = elb1_decorator(resource, config)
+        resource = elb1_decorator(resource, session, config)
     elif 'elasticloadbalancing' in arn and ( '/net/' in arn or '/app/' in arn ) and ':targetgroup/' not in arn:
-        resource = elb2_decorator(resource, config)
+        resource = elb2_decorator(resource, session, config)
     elif ':ecs:' in arn and ':cluster/' in arn:
-        resource = ecs_decorator(resource, config)
+        resource = ecs_decorator(resource, session, config)
     elif ':natgateway/' in arn and ':ec2:' in arn:
-        resource = natgw_decorator(resource, config)
+        resource = natgw_decorator(resource, session, config)
     elif ':transit-gateway/' in arn and ':ec2:' in arn:
-        resource = tgw_decorator(resource, config)
+        resource = tgw_decorator(resource, session, config)
     elif ':sqs:' in arn:
-        resource = sqs_decorator(resource, config)
+        resource = sqs_decorator(resource, session, config)
     elif 'arn:aws:s3:' in arn:
-        resource = s3_decorator(resource, config)
+        resource = s3_decorator(resource, session, config)
     elif ':sns:' in arn:
-        resource = sns_decorator(resource, config)
+        resource = sns_decorator(resource, session, config)
     elif ':cloudfront:' in arn and ':distribution/' in arn:
-        resource = cloudfront_decorator(resource, config)
+        resource = cloudfront_decorator(resource, session, config)
     elif ':elasticache:' in arn:
-        resource = elasticache_decorator(resource, config)
+        resource = elasticache_decorator(resource, session, config)
     elif ':mediapackage:' in arn and ':channels/' in arn:
-        resource = mediapackage_decorator(resource, config)
+        resource = mediapackage_decorator(resource, session, config)
     elif ':medialive:' in arn and ':channel:' in arn:
-        resource = medialive_decorator(resource, config)
+        resource = medialive_decorator(resource, session, config)
     elif ':elasticfilesystem:' in arn:
-        resource = efs_decorator(resource, config)
+        resource = efs_decorator(resource, session, config)
     elif 'arn:aws:elasticbeanstalk:' in arn:
-        resource = beanstalk_decorator(resource,config)
+        resource = beanstalk_decorator(resource,session, config)
     return resource
 
 
-def apigw1_decorator(resource, config):
+def apigw1_decorator(resource, session, config):
     log(f'This resource is API Gateway 1 {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    apigw = boto3.client('apigateway', config=config)
+    apigw = session.client('apigateway', config=config)
     response = apigw.get_rest_api(
         restApiId=apiid
     )
@@ -134,10 +134,10 @@ def apigw1_decorator(resource, config):
     resource['stages'] = response2['item']
     return resource
 
-def apigw2_decorator(resource, config):
+def apigw2_decorator(resource, session, config):
     log(f'This resource is API Gateway 2 {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/')) - 1]
-    apigw = boto3.client('apigatewayv2', config=config)
+    apigw = session.client('apigatewayv2', config=config)
     response = apigw.get_api(
         ApiId=apiid
     )
@@ -149,10 +149,10 @@ def apigw2_decorator(resource, config):
     return resource
 
 
-def appsync_decorator(resource, config):
+def appsync_decorator(resource, session, config):
     log(f'This resource is AppSync {resource["ResourceARN"]}')
     apiid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/')) - 1]
-    appsync = boto3.client('appsync', config=config)
+    appsync = session.client('appsync', config=config)
     response = appsync.get_graphql_api(
         apiId=apiid
     )
@@ -165,10 +165,10 @@ def appsync_decorator(resource, config):
     return resource
 
 
-def aurora_decorator(resource, config):
+def aurora_decorator(resource, session, config):
     log(f'This resource is Aurora {resource["ResourceARN"]}')
     clusterid = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':')) - 1]
-    rds = boto3.client('rds', config=config)
+    rds = session.client('rds', config=config)
     try:
         response = rds.describe_db_clusters(
             DBClusterIdentifier=clusterid
@@ -191,16 +191,16 @@ def aurora_decorator(resource, config):
     return resource
 
 
-def autoscaling_decorator(resource, config):
+def autoscaling_decorator(resource, session, config):
     log(f'This resource is Autoscaling Group {resource["ResourceARN"]}')
     return resource
 
-def beanstalk_decorator(resource, config):
+def beanstalk_decorator(resource, session, config):
     return resource
 
-def cloudfront_decorator(resource, config):
+def cloudfront_decorator(resource, session, config):
     log(f'This resource is CloudFront distribution')
-    client = boto3.client('cloudfront', config=config)
+    client = session.client('cloudfront', config=config)
     response = client.get_distribution(
         Id = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     )
@@ -211,10 +211,10 @@ def cloudfront_decorator(resource, config):
     resource['Origins'] = response['Distribution']['DistributionConfig']['Origins']
     return resource
 
-def mediapackage_decorator(resource, config):
+def mediapackage_decorator(resource, session, config):
     log(f'this resource is Mediapackage channel')
     arn = resource['ResourceARN']
-    client = boto3.client('mediapackage', config=config)
+    client = session.client('mediapackage', config=config)
     response = client.list_channels(
         MaxResults=40,
     
@@ -231,10 +231,10 @@ def mediapackage_decorator(resource, config):
             resource['OriginEndpoint'] = origin_endpoint['OriginEndpoints']
     return resource
         
-def medialive_decorator(resource, config):
+def medialive_decorator(resource, session, config):
     log(f'this resource is Medialive channel')
     arn = resource['ResourceARN']
-    client = boto3.client('medialive', config=config)
+    client = session.client('medialive', config=config)
     response = client.list_channels(
         MaxResults=40,
     )
@@ -248,15 +248,15 @@ def medialive_decorator(resource, config):
             resource['Pipeline'] = response2['PipelineDetails']
     return resource
     
-def odcr_decorator(resource, config):
+def odcr_decorator(resource, session, config):
     log(f'This resource is ODCR {resource["ResourceARN"]}')
     return resource
 
 
-def dynamodb_decorator(resource, config):
+def dynamodb_decorator(resource, session, config):
     log(f'This resource is DynamoDB {resource["ResourceARN"]}')
     tablename = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    ddb = boto3.client('dynamodb', config=config)
+    ddb = session.client('dynamodb', config=config)
     response = ddb.describe_table(
         TableName=tablename
     )
@@ -273,10 +273,10 @@ def dynamodb_decorator(resource, config):
     resource['rcu'] = rcu
     return resource
 
-def efs_decorator(resource, config):
+def efs_decorator(resource, session, config):
     log(f'This resource is EFS {resource["ResourceARN"]}')
     fsId = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    efs = boto3.client('efs', config=config)
+    efs = session.client('efs', config=config)
     response = efs.describe_file_systems(
         FileSystemId=fsId
     )
@@ -285,10 +285,10 @@ def efs_decorator(resource, config):
     return resource
 
 
-def ec2_decorator(resource, config):
+def ec2_decorator(resource, session, config):
     log(f'This resource is EC2 {resource["ResourceARN"]}')
     instanceid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    ec2 = boto3.client('ec2', config=config)
+    ec2 = session.client('ec2', config=config)
 
     volumes = []
 
@@ -349,7 +349,7 @@ def ec2_decorator(resource, config):
         )
         resource['CPUCreditSpecs'] = response['InstanceCreditSpecifications'][0]
 
-    cw = boto3.client('cloudwatch', config=config)
+    cw = session.client('cloudwatch', config=config)
     results = cw.get_paginator('list_metrics')
     for response in results.paginate(
             MetricName='mem_used_percent',
@@ -366,11 +366,11 @@ def ec2_decorator(resource, config):
 
     return resource
 
-def elasticache_decorator(resource, config):
+def elasticache_decorator(resource, session, config):
     log(f'This resource is Elasticache {resource["ResourceARN"]}')
     if ':cluster:' in resource['ResourceARN']:
         clusterid = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
-        client = boto3.client('elasticache', config=config)
+        client = session.client('elasticache', config=config)
         response = client.describe_cache_clusters(
             CacheClusterId=clusterid
         )
@@ -388,10 +388,10 @@ def elasticache_decorator(resource, config):
     return resource
 
 
-def lambda_decorator(resource, config):
+def lambda_decorator(resource, session, config):
     log(f'This resource is Lambda {resource["ResourceARN"]}')
     functionname = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':')) - 1]
-    lambdaclient = boto3.client('lambda', config=config)
+    lambdaclient = session.client('lambda', config=config)
     response = lambdaclient.get_function(
         FunctionName=functionname
     )
@@ -399,10 +399,10 @@ def lambda_decorator(resource, config):
     return resource
 
 
-def elb1_decorator(resource, config):
+def elb1_decorator(resource, session, config):
     log(f'This resource is ELBv1 {resource["ResourceARN"]}')
     elbname = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    elb = boto3.client('elb', config=config)
+    elb = session.client('elb', config=config)
     response = elb.describe_load_balancers(
        LoadBalancerNames=[
            elbname
@@ -412,9 +412,9 @@ def elb1_decorator(resource, config):
     return resource
 
 
-def elb2_decorator(resource, config):
+def elb2_decorator(resource, session, config):
     log(f'This resource is ELBv2 {resource["ResourceARN"]}')
-    elb = boto3.client('elbv2', config=config)
+    elb = session.client('elbv2', config=config)
     response = elb.describe_load_balancers(
         LoadBalancerArns=[
             resource['ResourceARN']
@@ -428,9 +428,9 @@ def elb2_decorator(resource, config):
     return resource
 
 
-def ecs_decorator(resource, config):
+def ecs_decorator(resource, session, config):
     log(f'This resource is ECS {resource["ResourceARN"]}')
-    ecs = boto3.client('ecs', config=config)
+    ecs = session.client('ecs', config=config)
     response = ecs.describe_clusters(
         clusters=[
             resource['ResourceARN']
@@ -456,7 +456,7 @@ def ecs_decorator(resource, config):
             for lb in service['loadBalancers']:
                 target_groups.append(lb['targetGroupArn'])
 
-        elb = boto3.client('elbv2', config=config)
+        elb = session.client('elbv2', config=config)
         for target_group in target_groups:
             response = elb.describe_target_health(
                 TargetGroupArn=target_group
@@ -472,20 +472,20 @@ def ecs_decorator(resource, config):
     return resource
 
 
-def natgw_decorator(resource, config):
+def natgw_decorator(resource, session, config):
     log(f'This resource is NAT-gw {resource["ResourceARN"]}')
     return resource
 
 
-def rds_decorator(resource, config):
+def rds_decorator(resource, session, config):
     log(f'This resource is RDS {resource["ResourceARN"]}')
     return resource
 
-def s3_decorator(resource, config):
+def s3_decorator(resource, session, config):
     bucket_name = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
     resource['BucketName'] = bucket_name
     log(f'This resource {bucket_name} is S3 bucket')
-    s3client = boto3.client('s3', config=config)
+    s3client = session.client('s3', config=config)
     try:
         encryption_request = s3client.get_bucket_encryption(
             Bucket=bucket_name
@@ -512,10 +512,10 @@ def s3_decorator(resource, config):
     return resource
 
 
-def sqs_decorator(resource, config):
+def sqs_decorator(resource, session, config):
     log(f'This resource is SQS {resource["ResourceARN"]}')
     queueName = resource['ResourceARN'].split(':')[len(resource['ResourceARN'].split(':'))-1]
-    sqs = boto3.client('sqs', config=config)
+    sqs = session.client('sqs', config=config)
     response = sqs.get_queue_url(
         QueueName=queueName
     )
@@ -526,9 +526,9 @@ def sqs_decorator(resource, config):
     resource['Attributes'] = response['Attributes']
     return resource
 
-def sns_decorator(resource, config):
+def sns_decorator(resource, session, config):
     log(f'This resource is SNS {resource["ResourceARN"]}')
-#     sns = boto3.client('sns', config=config)
+#     sns = session.client('sns', config=config)
 #     response = sns.get_topic_attributes(
 #         TopicArn=resource['ResourceARN']
 #     )
@@ -538,10 +538,10 @@ def sns_decorator(resource, config):
     return resource
 
 
-def tgw_decorator(resource, config):
+def tgw_decorator(resource, session, config):
     log(f'This resource is TGW {resource["ResourceARN"]}')
     tgwid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
-    tgw = boto3.client('ec2', config=config)
+    tgw = session.client('ec2', config=config)
     response = tgw.describe_transit_gateway_attachments(
         Filters=[{
             'Name': 'transit-gateway-id',
@@ -575,10 +575,10 @@ def handler():
     output_file = "resources.json"
     custom_namespace_file = "custom_namespaces.json"
     try:
-        f = open("../lib/config.json", "r")
+        f = open("../lib/session.json", "r")
         main_config = json.load(f)
     except:
-        log("Could not find config file!!! You should run this from 'data' directory!")
+        log("Could not find session file!!! You should run this from 'data' directory!")
         quit()
 
     try:
@@ -619,11 +619,12 @@ def handler():
 
     for region in regions:
         config = get_config(region)
-        resources = get_resources(tag_name, tag_values, config)
-        region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(config) }
+        session = boto3.Session(profile_name=None)
+        resources = get_resources(tag_name, tag_values, session, config)
+        region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(session, config) }
         region_namespaces['RegionNamespaces'].append(region_namespace)
         for resource in resources:
-            decorated_resources.append(router(resource, config))
+            decorated_resources.append(router(resource, session, config))
     cn = open(custom_namespace_file, "w")
     cn.write(json.dumps(region_namespaces, indent=4, default=str))
     cn.close()

From 749f39ae43e0a4590bb11ccb17e76a677a181bd6 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:25:51 +0100
Subject: [PATCH 16/39] add profile

---
 data/main.py | 164 +++++++++++++++++++++++++++------------------------
 1 file changed, 87 insertions(+), 77 deletions(-)

diff --git a/data/main.py b/data/main.py
index 15e9e28..0185b71 100644
--- a/data/main.py
+++ b/data/main.py
@@ -11,76 +11,84 @@
 
 from resource_collector import get_config, get_resources, cw_custom_namespace_retriever, router
 
-def get_active_regions(days=30, threshold=1):
-    """ Retrieve from Cost Explorer the list of regions where spend is over threshold
-    """
-    client = boto3.client('ce')
-    end = datetime.datetime.utcnow().date()
-    start = end - datetime.timedelta(days=days)
-    response = client.get_cost_and_usage(
-        TimePeriod={
-            'Start': start.strftime('%Y-%m-%d'),
-            'End': end.strftime('%Y-%m-%d')
-        },
-        Granularity='DAILY',
-        Metrics=['UnblendedCost'],
-        GroupBy=[
-            {
-                'Type': 'DIMENSION',
-                'Key': 'SERVICE'
+class App():
+    def __init__(self, profile=None):
+        self.session = boto3.session.Session(profile_name=profile)
+
+    def get_active_regions(self, days=30, threshold=1):
+        """ Retrieve from Cost Explorer the list of regions where spend is over threshold
+        """
+        client =  self.session.client('ce')
+        end = datetime.datetime.utcnow().date()
+        start = end - datetime.timedelta(days=days)
+        response = client.get_cost_and_usage(
+            TimePeriod={
+                'Start': start.strftime('%Y-%m-%d'),
+                'End': end.strftime('%Y-%m-%d')
             },
-            {
-                'Type': 'DIMENSION',
-                'Key': 'REGION'
-            }
-        ]
-    )
-    region_spend = {}
-    for result in response['ResultsByTime']:
-        for group in result['Groups']:
-            if len(group['Keys']) > 1:
-                region = group['Keys'][1]
-                service = group['Keys'][0]
-                amount = group['Metrics']['UnblendedCost']['Amount']
-                if region == 'global':
-                    continue
-                if region not in region_spend:
-                    region_spend[region] = 0
-                region_spend[region] += float(amount)
-    return [region for region, amount in region_spend.items() if amount > threshold]
-
-def get_regions(default=None):
-    ec2_client = boto3.client('ec2')
-    all_regions = [region['RegionName'] for region in ec2_client.describe_regions()['Regions']]
-    if default is None:
-        try:
-            default = get_active_regions() + ['us-east-1']
-        except:
-            default = ['us-east-1']
-    return inquirer.checkbox(
-        message="Select regions:",
-        choices=sorted([Choice(value=name, enabled=name in default) for name in all_regions], key=lambda x: str(int(x.enabled)) + x.value, reverse=True),
-        cycle=False,
-    ).execute()
-
-def get_tag_key(default=None):
-    resource_tagging_api = boto3.client('resourcegroupstaggingapi')
-    tag_keys = list(resource_tagging_api.get_paginator('get_tag_keys').paginate().search('TagKeys'))
-    return inquirer.fuzzy(
-        message="Select Tag Key:",
-        choices=[Choice(value=name) for name in tag_keys],
-        default=default,
-    ).execute()
-
-def get_tag_values(key, default=None):
-    resource_tagging_api = boto3.client('resourcegroupstaggingapi')
-    tag_values = list(resource_tagging_api.get_paginator('get_tag_values').paginate(Key=key).search('TagValues'))
-    default = default or []
-    return inquirer.checkbox(
-        message=f"Select Tag {key} Value :",
-        choices=[Choice(value=name, enabled=name in default) for name in tag_values],
-        cycle=False,
-    ).execute()
+            Granularity='DAILY',
+            Metrics=['UnblendedCost'],
+            GroupBy=[
+                {
+                    'Type': 'DIMENSION',
+                    'Key': 'SERVICE'
+                },
+                {
+                    'Type': 'DIMENSION',
+                    'Key': 'REGION'
+                }
+            ]
+        )
+        region_spend = {}
+        for result in response['ResultsByTime']:
+            for group in result['Groups']:
+                if len(group['Keys']) > 1:
+                    region = group['Keys'][1]
+                    service = group['Keys'][0]
+                    amount = group['Metrics']['UnblendedCost']['Amount']
+                    if region == 'global':
+                        continue
+                    if region not in region_spend:
+                        region_spend[region] = 0
+                    region_spend[region] += float(amount)
+        return [region for region, amount in region_spend.items() if amount > threshold]
+
+    def get_regions(self, default=None):
+        ec2_client =  self.session.client('ec2')
+        all_regions = [region['RegionName'] for region in ec2_client.describe_regions()['Regions']]
+        if default is None:
+            try:
+                default = get_active_regions() + ['us-east-1']
+            except:
+                default = ['us-east-1']
+        return inquirer.checkbox(
+            message="Select regions:",
+            choices=sorted([Choice(value=name, enabled=name in default) for name in all_regions], key=lambda x: str(int(x.enabled)) + x.value, reverse=True),
+            cycle=False,
+        ).execute()
+
+    def get_tag_key(self, default=None):
+        resource_tagging_api =  self.session.client('resourcegroupstaggingapi')
+        tag_keys = list(resource_tagging_api.get_paginator('get_tag_keys').paginate().search('TagKeys'))
+        return inquirer.fuzzy(
+            message="Select Tag Key:",
+            choices=[Choice(value=name) for name in tag_keys],
+            default=default,
+        ).execute()
+
+    def get_tag_values(self, key, default=None):
+        resource_tagging_api =  self.session.client('resourcegroupstaggingapi')
+        tag_values = list(resource_tagging_api.get_paginator('get_tag_values').paginate(Key=key).search('TagValues'))
+        default = default or []
+        return inquirer.checkbox(
+            message=f"Select Tag {key} Value :",
+            choices=[Choice(value=name, enabled=name in default) for name in tag_values],
+            cycle=False,
+        ).execute()
+
+    def account_id(self):
+        return self.session.client('sts').get_caller_identity()['Account']
+
 
 @click.command()
 @click.option('--regions', default=None, help='Comma Separated list of regions')
@@ -91,9 +99,10 @@ def get_tag_values(key, default=None):
 @click.option('--custom-namespaces-file', default="./custom_namespaces.json", help='custom_namespaces file', type=click.Path())
 @click.option('--base-name', default=None, help='Base Name')
 @click.option('--grouping-tag-key', default=None, help='GroupingTagKey')
-def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file, grouping_tag_key):
+@click.option('--profile', default=None, help='Profile')
+def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file, grouping_tag_key, profile):
     """ Main """
-
+    app = App(profile)
     if not config_file and os.path.exists("lib/config.json"):
         config_file = "lib/config.json"
     main_config = {}
@@ -107,9 +116,9 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
         values = values or main_config.get('TagValues')
         output_file = output_file or main_config.get('ResourceFile')
     base_name = inquirer.text('Enter BaseName', default=base_name or 'Application').execute()
-    regions = get_regions(default=regions)
-    tag = get_tag_key(default=tag)
-    values = get_tag_values(tag, default=values or [])
+    regions = app.get_regions(default=regions)
+    tag = app.get_tag_key(default=tag)
+    values = app.get_tag_values(tag, default=values or [])
 
     need_scan = True
     decorated_resources = []
@@ -126,6 +135,7 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
                 decorated_resources = json.load(_file)
             account_id = boto3.client('sts').get_caller_identity()['Account']
             # clean from current account resources
+            account_id = app.account_id()
             decorated_resources = [resource for resource in decorated_resources if account_id not in resource.get('ResourceARN', '')]
         elif choice == "Override":
             need_scan = True
@@ -139,11 +149,11 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
 
         for region in tqdm(regions, desc='Regions', leave=False):
             config = get_config(region)
-            resources = get_resources(tag, values, config)
-            region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(config) }
+            resources = get_resources(tag, values, app.session, config)
+            region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(app.session, config) }
             region_namespaces['RegionNamespaces'].append(region_namespace)
             for resource in tqdm(resources, desc='Resources', leave=False):
-                decorated_resources.append(router(resource, config))
+                decorated_resources.append(router(resource, app.session, config))
 
         with open(custom_namespaces_file, "w") as _file:
             json.dump(region_namespaces, _file, indent=4, default=str)

From 729bbe0eabedaef940e4bba4525b7549744f269d Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:37:44 +0100
Subject: [PATCH 17/39] add architecture

---
 screenshots/Architecture-Alerts.png            | Bin 0 -> 482342 bytes
 .../Architecture-Dashboards-MultiAccount.png   | Bin 0 -> 237383 bytes
 .../Architecture-Dashboards-SingleAccount.png  | Bin 0 -> 196725 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 screenshots/Architecture-Alerts.png
 create mode 100644 screenshots/Architecture-Dashboards-MultiAccount.png
 create mode 100644 screenshots/Architecture-Dashboards-SingleAccount.png

diff --git a/screenshots/Architecture-Alerts.png b/screenshots/Architecture-Alerts.png
new file mode 100644
index 0000000000000000000000000000000000000000..5b1daf6514f62a3000e8d26bb550c3e41af14724
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From 26fd574ba936107b663eb78a569d1a4349e1b6c6 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:38:40 +0100
Subject: [PATCH 18/39] add architecture to readme

---
 README.md | 32 +++++++++++++++++++-------------
 1 file changed, 19 insertions(+), 13 deletions(-)

diff --git a/README.md b/README.md
index abbcc2f..09cc9e5 100644
--- a/README.md
+++ b/README.md
@@ -3,8 +3,7 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![AWS Provider](https://img.shields.io/badge/provider-AWS-orange?logo=amazon-aws&color=ff9900)](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/WhatIsCloudWatch.html)
 
-The project is an example how to use AWS Resource Groups Tagging API to retrieve a specific tag and then based on found resources pull additional information from respective service APIs to generate a configuration file (JSON) to build a CloudWatch Dashboard with _reasonable_ metrics and alarms. Optionally customers
-can also deploy a central alarm dashboard to monitor alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
+The project is an example how to use AWS Resource Groups Tagging API to retrieve a list of AWS resources with a specific tag and building a CloudWatch Dashboard with _reasonable_ metrics and alarms. Optionally customers can also deploy a Central Alarm Dashboard to monitor alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
 
 ## Features
 ### 1. Metric dashboards
@@ -22,11 +21,19 @@ can also deploy a central alarm dashboard to monitor alarms across an AWS Organi
 
 ### Metric dashboards
 1. A python tool `data/main.py` is used to retrieve a list of resources using Resource Groups Tagging API and to generate the configuration file.
-2. CDK (v2) is used to generate CloudFormation template and deploy it
+2. CDK is used to generate CloudFormation template and deploy it
+
+  [![Architecture ](screenshots/ECS-EC2-service-thumb.png)](screenshots/Architecture-Dashboards-SingleAccount.png)
+
+For MultiAccount use cases this [diagram](screenshots/Architecture-Dashboards-MulitAccount.png).
+
 
 ### Central Alarm Dashboard
 When a CloudWatch Alarm changes state (going from OK to ALARM state), an event is emitted to EventBridge in the account. An event bus rule forwards the event to the central event bus in the monitoring account. This event is then registered in DynamoDB. CloudWatch custom widgets visualize current alarm state on the dashboard.
 
+  [![Architecture ](screenshots/ECS-EC2-service-thumb.png)](screenshots/Architecture-Alerts.png)
+
+
 ## Prerequisites
 - Python3
 - NodeJS 16+, recommended 18LTS, (required by CDK v2)
@@ -81,16 +88,6 @@ You can fine tune configuration of dashboards in by editing a configuration file
 * `MetricDashboards.enabled` (boolean (true/false):optional) - If not defined or set to true, deploy metric dashboards. Recommended if only alarm dashboard is being deployed.
 
 
-## Tips
-You can setting up a CodeCommit repository where you store your code. Set up a CI/CD pipeline to automatically redeploy your dashboard.
-This way, if you want to change/add/remove any metrics for any of the services you change the code, commit it, and it will be automatically deployed.
-
-You can also create an EventBridge rule that will listen to specific tag change and trigger the CodeBuild project to redeploy the dashboard.
-This way, if you have an autoscaling group or just tag additional resources the dashboard will deploy automatically. In case you do so, monitor your builds
-to avoid rare situations where a lot of tag changes could cause excessive amounts of concurrent or queued builds (for example event bridge rule misconfiguration or
-variable loads that causes ASG to scale up and down quickly). This can be done by specifying tag value in the Event Bridge rule or instead of triggering the build
-directly from Event Bridge sending it to a Lambda function for more flexible decision-making on whether to trigger a build or not.
-
 ## Screenshots
 
 > Click on the thumbnails to see the full res screenshot
@@ -159,6 +156,15 @@ directly from Event Bridge sending it to a Lambda function for more flexible dec
 - Transit Gateway
 - AWS WAFv2
 
+## Tips
+You can setting up a CodeCommit repository where you store your code. Set up a CI/CD pipeline to automatically redeploy your dashboard.
+This way, if you want to change/add/remove any metrics for any of the services you change the code, commit it, and it will be automatically deployed.
+
+You can also create an EventBridge rule that will listen to specific tag change and trigger the CodeBuild project to redeploy the dashboard.
+This way, if you have an autoscaling group or just tag additional resources the dashboard will deploy automatically. In case you do so, monitor your builds
+to avoid rare situations where a lot of tag changes could cause excessive amounts of concurrent or queued builds (for example event bridge rule misconfiguration or
+variable loads that causes ASG to scale up and down quickly). This can be done by specifying tag value in the Event Bridge rule or instead of triggering the build
+directly from Event Bridge sending it to a Lambda function for more flexible decision-making on whether to trigger a build or not.
 
 ## Developing
 [Developing](DEVELOPING.md)

From 9728224a4ee4094e2de1c6a3f8c4cba6c313d324 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:40:04 +0100
Subject: [PATCH 19/39] add architecture to readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 09cc9e5..5eee148 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ The project is an example how to use AWS Resource Groups Tagging API to retrieve
 1. A python tool `data/main.py` is used to retrieve a list of resources using Resource Groups Tagging API and to generate the configuration file.
 2. CDK is used to generate CloudFormation template and deploy it
 
-  [![Architecture ](screenshots/ECS-EC2-service-thumb.png)](screenshots/Architecture-Dashboards-SingleAccount.png)
+  ![Architecture ](screenshots/Architecture-Dashboards-SingleAccount.png)
 
 For MultiAccount use cases this [diagram](screenshots/Architecture-Dashboards-MulitAccount.png).
 
@@ -31,7 +31,7 @@ For MultiAccount use cases this [diagram](screenshots/Architecture-Dashboards-Mu
 ### Central Alarm Dashboard
 When a CloudWatch Alarm changes state (going from OK to ALARM state), an event is emitted to EventBridge in the account. An event bus rule forwards the event to the central event bus in the monitoring account. This event is then registered in DynamoDB. CloudWatch custom widgets visualize current alarm state on the dashboard.
 
-  [![Architecture ](screenshots/ECS-EC2-service-thumb.png)](screenshots/Architecture-Alerts.png)
+  ![Architecture ](screenshots/Architecture-Alerts.png)
 
 
 ## Prerequisites

From 46171072557ada33337d79792cff745f9a325eb3 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 11:58:12 +0100
Subject: [PATCH 20/39] add architecture to readme

---
 README.md | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 5eee148..6ca50c5 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,15 @@
-# TAG Based CloudWatch Dashboard using CDK
+# Tag Based CloudWatch Dashboard using CDK
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![AWS Provider](https://img.shields.io/badge/provider-AWS-orange?logo=amazon-aws&color=ff9900)](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/WhatIsCloudWatch.html)
 
-The project is an example how to use AWS Resource Groups Tagging API to retrieve a list of AWS resources with a specific tag and building a CloudWatch Dashboard with _reasonable_ metrics and alarms. Optionally customers can also deploy a Central Alarm Dashboard to monitor alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
+The project is an example building a CloudWatch Dashboard. It provides users with a set of CloudWatch Dashboard with _reasonable_ metrics and alarms. It uses the list of AWS resources with a specific tag using AWS Resource Groups Tagging API. Optionally it provides a Central Alarm Dashboard to monitor Alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
 
 ## Features
 ### 1. Metric dashboards
-- Discover AWS resources based on Tag
+- Discovers AWS resources based on Tags.
 - Generates a set of CloudWatch Dashboards for AWS Resources. Dashboards are specifically designed to monitor the most important operational metrics.
+- Can build CloudWatch Dashboards for resources in other accounts if CloudWatch cross-account observability is enabled.
 
 ### 2. Alarm dashboard
 - Event-driven for scalability and speed
@@ -25,7 +26,7 @@ The project is an example how to use AWS Resource Groups Tagging API to retrieve
 
   ![Architecture ](screenshots/Architecture-Dashboards-SingleAccount.png)
 
-For MultiAccount use cases this [diagram](screenshots/Architecture-Dashboards-MulitAccount.png).
+For MultiAccount use cases this [diagram](screenshots/Architecture-Dashboards-MultiAccount.png).
 
 
 ### Central Alarm Dashboard

From 543412e3ceba71ba98031ba392a4bcce02235d67 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 12:01:20 +0100
Subject: [PATCH 21/39] add architecture to readme

---
 README.md | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6ca50c5..3981ded 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,12 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![AWS Provider](https://img.shields.io/badge/provider-AWS-orange?logo=amazon-aws&color=ff9900)](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/WhatIsCloudWatch.html)
 
-The project is an example building a CloudWatch Dashboard. It provides users with a set of CloudWatch Dashboard with _reasonable_ metrics and alarms. It uses the list of AWS resources with a specific tag using AWS Resource Groups Tagging API. Optionally it provides a Central Alarm Dashboard to monitor Alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
+The project is an example building a CloudWatch Dashboard. It provides users with a set of CloudWatch Dashboard with _reasonable_ metrics and alarms. It gets the list of AWS resources with a specific Tag using AWS Resource Groups Tagging API. Optionally it provides a Central Alarm Dashboard to monitor Alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
+
+  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](screenshots/EC2-burstable-instance.png)   [![Click to open screenshot](screenshots/ECS-EC2-service-thumb.png)](screenshots/ECS-EC2-service.png) [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](screenshots/LambdaCompact.png)
+
+
+
 
 ## Features
 ### 1. Metric dashboards

From 70b69e7a61cfe33b0ee87035cc2541b447e26020 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 12:02:25 +0100
Subject: [PATCH 22/39] add architecture to readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 3981ded..03ea46f 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 
 The project is an example building a CloudWatch Dashboard. It provides users with a set of CloudWatch Dashboard with _reasonable_ metrics and alarms. It gets the list of AWS resources with a specific Tag using AWS Resource Groups Tagging API. Optionally it provides a Central Alarm Dashboard to monitor Alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
 
-  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](screenshots/EC2-burstable-instance.png)   [![Click to open screenshot](screenshots/ECS-EC2-service-thumb.png)](screenshots/ECS-EC2-service.png) [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](screenshots/LambdaCompact.png)
+  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](screenshots/EC2-burstable-instance.png)  [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](screenshots/LambdaCompact.png)
 
 
 

From 5eef9e631708df6b29762b9461c96bfb0d399747 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:14:53 +0100
Subject: [PATCH 23/39] add architecture to readme

---
 README.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 03ea46f..81f9d4e 100644
--- a/README.md
+++ b/README.md
@@ -70,10 +70,11 @@ Enabling of alarms feature requires modifications on 2 accounts: source account
 ```bash
 python3 data/main.py
 ```
+Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` value of output `eventBusArn` and `CustomDynamoDBFunctionRoleArn`. 
 
-2. Deploy `event_forwarder.yaml` template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account.
+2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use `eventBusArn` and `CustomDynamoDBFunctionRoleArn` as parameters of the Stack/StackSets.
 
-If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy `event_forwarder.yaml` in all relevant regions of your Management Account.
+If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) in all relevant regions of your Management Account.
 
 ## Advanced configuration
 You can fine tune configuration of dashboards in by editing a configuration file `lib/config.json`

From 226118606cb6ea0c2fd6adf91f6ed9361fe292ab Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:17:49 +0100
Subject: [PATCH 24/39] add architecture to readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 81f9d4e..33a9fa9 100644
--- a/README.md
+++ b/README.md
@@ -72,7 +72,7 @@ python3 data/main.py
 ```
 Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` value of output `eventBusArn` and `CustomDynamoDBFunctionRoleArn`. 
 
-2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use `eventBusArn` and `CustomDynamoDBFunctionRoleArn` as parameters of the Stack/StackSets.
+2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use values of outputs `eventBusArn` and `CustomDynamoDBFunctionRoleArn` as input parameters of the Stack/StackSets.
 
 If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) in all relevant regions of your Management Account.
 

From 304f1fa5c023aecafab697a574b14826efb51ab9 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:23:09 +0100
Subject: [PATCH 25/39] add architecture to readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 33a9fa9..0b80d1a 100644
--- a/README.md
+++ b/README.md
@@ -70,9 +70,9 @@ Enabling of alarms feature requires modifications on 2 accounts: source account
 ```bash
 python3 data/main.py
 ```
-Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` value of output `eventBusArn` and `CustomDynamoDBFunctionRoleArn`. 
+Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` value of output `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn`.
 
-2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use values of outputs `eventBusArn` and `CustomDynamoDBFunctionRoleArn` as input parameters of the Stack/StackSets.
+2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use values of outputs `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn` as input parameters of the Stack/StackSets.
 
 If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) in all relevant regions of your Management Account.
 

From dc6aa6b2e6d9a7443bb302f8edc831fa4c40f9d1 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:24:01 +0100
Subject: [PATCH 26/39] add architecture to readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0b80d1a..a47a3f4 100644
--- a/README.md
+++ b/README.md
@@ -70,7 +70,7 @@ Enabling of alarms feature requires modifications on 2 accounts: source account
 ```bash
 python3 data/main.py
 ```
-Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` value of output `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn`.
+Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` and note values of output `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn`.
 
 2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use values of outputs `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn` as input parameters of the Stack/StackSets.
 

From 9a70bc7859af63876ad8a29545cda68cfc181c82 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:30:25 +0100
Subject: [PATCH 27/39] add architecture to readme

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index a47a3f4..ae17aff 100644
--- a/README.md
+++ b/README.md
@@ -47,7 +47,7 @@ When a CloudWatch Alarm changes state (going from OK to ALARM state), an event i
 
 ## Installation and Run deployment of CloudWatch Dashboards
 
-1. Check out the project, install dependencies and initiate CDK
+1. Check out the project, install dependencies and initiate CDK 
 ```bash
 git checkout git@github.com:aws-samples/tag-based-cloudwatch-dashboard.git
 cd tag-based-cloudwatch-dashboard
@@ -55,7 +55,7 @@ pip3 install -r requirements.txt
 npm ic
 cdk bootstrap
 ```
-2. Run
+2. Run 
 ```bash
 python3 data/main.py
 ```
@@ -66,7 +66,7 @@ The tool will read existing configuration file, the read resources from your AWS
 ## Enabling Alarms Feature
 Enabling of alarms feature requires modifications on 2 accounts: source account and destination account.
 
-1. In addition to CloudWatch Dashboards dashboards deployment, modify in `lib/config.json` by setting `AlarmDashboard.enabled` to `True` and provide your AWS-Organizations id in `AlarmDashboard.organizationId` (o-xxxxx, not ou-xxxx). Then update dashboards using the tool:
+1. In addition to CloudWatch Dashboards dashboards deployment, modify in `lib/config.json` by setting `AlarmDashboard.enabled` to `True` and provide your AWS-Organizations id in `AlarmDashboard.organizationId` (o-xxxxx, not ou-xxxx). Then update dashboards using the tool: 
 ```bash
 python3 data/main.py
 ```

From 6e722777786a6e8c51f81efd290da776429746a3 Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Fri, 1 Mar 2024 14:34:08 +0100
Subject: [PATCH 28/39] Update README.md

---
 README.md | 26 ++++++++++++++------------
 1 file changed, 14 insertions(+), 12 deletions(-)

diff --git a/README.md b/README.md
index ae17aff..f150b13 100644
--- a/README.md
+++ b/README.md
@@ -48,20 +48,22 @@ When a CloudWatch Alarm changes state (going from OK to ALARM state), an event i
 ## Installation and Run deployment of CloudWatch Dashboards
 
 1. Check out the project, install dependencies and initiate CDK 
-```bash
-git checkout git@github.com:aws-samples/tag-based-cloudwatch-dashboard.git
-cd tag-based-cloudwatch-dashboard
-pip3 install -r requirements.txt
-npm ic
-cdk bootstrap
-```
+    ```bash
+    git checkout git@github.com:aws-samples/tag-based-cloudwatch-dashboard.git
+    cd tag-based-cloudwatch-dashboard
+    pip3 install -r requirements.txt
+    npm ic
+    cdk bootstrap
+    ```
+
 2. Run 
-```bash
-python3 data/main.py
-```
-The tool will read existing configuration file, the read resources from your AWS Account in given regions and generate for all resources with a given Tag a CloudWatch Dashboards. You can fine tune Dashboards using Configuration File and repeating the command above.
+    ```bash
+    python3 data/main.py
+    ```
+
+    The tool will read existing configuration file, the read resources from your AWS Account in given regions and generate for all resources with a given Tag a CloudWatch Dashboards. You can fine tune Dashboards using Configuration File and repeating the command above.
 
-3. Explore Dashboards in your CloudWatch console https://console.aws.amazon.com/cloudwatch/home?#dashboards/
+3. Explore Dashboards in your [CloudWatch Console](https://console.aws.amazon.com/cloudwatch/home?#dashboards/).
 
 ## Enabling Alarms Feature
 Enabling of alarms feature requires modifications on 2 accounts: source account and destination account.

From e4bf8eb44c2c788975dd79264adb1c5810b2933a Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Fri, 1 Mar 2024 14:36:12 +0100
Subject: [PATCH 29/39] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index f150b13..c27ba3c 100644
--- a/README.md
+++ b/README.md
@@ -61,7 +61,7 @@ When a CloudWatch Alarm changes state (going from OK to ALARM state), an event i
     python3 data/main.py
     ```
 
-    The tool will read existing configuration file, the read resources from your AWS Account in given regions and generate for all resources with a given Tag a CloudWatch Dashboards. You can fine tune Dashboards using Configuration File and repeating the command above.
+    The tool will read existing configuration file, then read resources from your AWS Account in given regions and generate CloudWatch Dashboards for all resources with a given Tag. You can fine tune Dashboards using Configuration File and repeating the command above.
 
 3. Explore Dashboards in your [CloudWatch Console](https://console.aws.amazon.com/cloudwatch/home?#dashboards/).
 

From 4a8cf643a01c26317bf38df589f6dd5b6f078c48 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:53:14 +0100
Subject: [PATCH 30/39] set example of config

---
 data/main.py            | 33 ++++++++++++++++++---------------
 lib/config-example.json | 21 +++++++++++++++++++++
 2 files changed, 39 insertions(+), 15 deletions(-)
 create mode 100644 lib/config-example.json

diff --git a/data/main.py b/data/main.py
index 0185b71..236f3b3 100644
--- a/data/main.py
+++ b/data/main.py
@@ -56,9 +56,9 @@ def get_active_regions(self, days=30, threshold=1):
     def get_regions(self, default=None):
         ec2_client =  self.session.client('ec2')
         all_regions = [region['RegionName'] for region in ec2_client.describe_regions()['Regions']]
-        if default is None:
+        if not default:
             try:
-                default = get_active_regions() + ['us-east-1']
+                default = self.get_active_regions() + ['us-east-1']
             except:
                 default = ['us-east-1']
         return inquirer.checkbox(
@@ -94,7 +94,7 @@ def account_id(self):
 @click.option('--regions', default=None, help='Comma Separated list of regions')
 @click.option('--tag', default=None, help='a Tag name')
 @click.option('--values', default=None, help='Comma Separated list of values')
-@click.option('--config-file', default=None, help='Json config file', type=click.Path())
+@click.option('--config-file', default="lib/config.json", help='Json config file', type=click.Path())
 @click.option('--output-file', default="./resources.json", help='output file', type=click.Path())
 @click.option('--custom-namespaces-file', default="./custom_namespaces.json", help='custom_namespaces file', type=click.Path())
 @click.option('--base-name', default=None, help='Base Name')
@@ -103,18 +103,22 @@ def account_id(self):
 def main(base_name, regions, tag, values, config_file, output_file, custom_namespaces_file, grouping_tag_key, profile):
     """ Main """
     app = App(profile)
-    if not config_file and os.path.exists("lib/config.json"):
-        config_file = "lib/config.json"
-    main_config = {}
-    if config_file:
-        print(f'reading from {config_file}')
+    if not os.path.exists("lib/config.json"):
+        print('Reading from default config')
+        main_config = json.load(open("lib/config-example.json"))
+    else:
+        print('Reading from {config_file}')
         main_config = json.load(open(config_file))
-        base_name = base_name or main_config.get('BaseName')
-        grouping_tag_key = grouping_tag_key or main_config.get('GroupingTagKey')
-        regions = regions or main_config.get('Regions')
-        tag = tag or main_config.get('TagKey')
-        values = values or main_config.get('TagValues')
-        output_file = output_file or main_config.get('ResourceFile')
+
+    # Read from command line and parameters
+    base_name = base_name or main_config.get('BaseName')
+    grouping_tag_key = grouping_tag_key or main_config.get('GroupingTagKey')
+    regions = regions or main_config.get('Regions')
+    tag = tag or main_config.get('TagKey')
+    values = values or main_config.get('TagValues')
+    output_file = output_file or main_config.get('ResourceFile')
+
+    # Confirm from user
     base_name = inquirer.text('Enter BaseName', default=base_name or 'Application').execute()
     regions = app.get_regions(default=regions)
     tag = app.get_tag_key(default=tag)
@@ -124,7 +128,6 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
     decorated_resources = []
     region_namespaces = {'RegionNamespaces': []}
     if os.path.exists(output_file):
-
         choice = inquirer.select(
             f'Resources file was updated {time.ctime(os.path.getmtime(output_file))}',
             choices=["Amend/update", "Override", "Skip scan and use previous results"],
diff --git a/lib/config-example.json b/lib/config-example.json
new file mode 100644
index 0000000..8e0e1e6
--- /dev/null
+++ b/lib/config-example.json
@@ -0,0 +1,21 @@
+{
+    "BaseName": "Application",
+    "ResourceFile": "./data/resources.json",
+    "TagKey": "Name",
+    "TagValues": [],
+    "Regions": [],
+    "GroupingTagKey": "groupby",
+    "CustomEC2TagKeys": [],
+    "CustomNamespaceFile": "./data/custom_namespaces.json",
+    "Compact": false,
+    "CompactMaxResourcesPerWidget": 10,
+    "AlarmTopic": "",
+    "AlarmDashboard": {
+        "enabled": false,
+        "organizationId": "",
+        "alarmViewListSize": 100
+    },
+    "MetricDashboards": {
+        "enabled": true
+    }
+}
\ No newline at end of file

From 053a10c9879f05826ad52d9957a9bc3867dc61ef Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Fri, 1 Mar 2024 14:53:47 +0100
Subject: [PATCH 31/39] cleanup

---
 lib/config.json | 34 ----------------------------------
 1 file changed, 34 deletions(-)
 delete mode 100644 lib/config.json

diff --git a/lib/config.json b/lib/config.json
deleted file mode 100644
index c44fe45..0000000
--- a/lib/config.json
+++ /dev/null
@@ -1,34 +0,0 @@
-{
-    "BaseName": "Application",
-    "ResourceFile": "./resources.json",
-    "TagKey": "Name",
-    "TagValues": [
-        "attachement1",
-        "test",
-        "test1",
-        "transit-gateway-01"
-    ],
-    "Regions": [
-        "eu-west-1",
-        "us-east-1"
-    ],
-    "GroupingTagKey": "groupby",
-    "CustomEC2TagKeys": [
-        "Add",
-        "Your",
-        "TagKeys",
-        "Here"
-    ],
-    "CustomNamespaceFile": "../data/custom_namespaces.json",
-    "Compact": false,
-    "CompactMaxResourcesPerWidget": 10,
-    "AlarmTopic": "",
-    "AlarmDashboard": {
-        "enabled": false,
-        "organizationId": "",
-        "alarmViewListSize": 100
-    },
-    "MetricDashboards": {
-        "enabled": true
-    }
-}
\ No newline at end of file

From 15c45c87eda65d3f68d5f488ee4fd938f5baba6b Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Mon, 4 Mar 2024 12:59:46 +0100
Subject: [PATCH 32/39] Update README.md

---
 README.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index c27ba3c..cec5854 100644
--- a/README.md
+++ b/README.md
@@ -69,14 +69,14 @@ When a CloudWatch Alarm changes state (going from OK to ALARM state), an event i
 Enabling of alarms feature requires modifications on 2 accounts: source account and destination account.
 
 1. In addition to CloudWatch Dashboards dashboards deployment, modify in `lib/config.json` by setting `AlarmDashboard.enabled` to `True` and provide your AWS-Organizations id in `AlarmDashboard.organizationId` (o-xxxxx, not ou-xxxx). Then update dashboards using the tool: 
-```bash
-python3 data/main.py
-```
-Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` and note values of output `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn`.
+    ```bash
+    python3 data/main.py
+    ```
+    Once CDK deploy is done, identify in the output of the Stack `AlarmDashboardStack` and note values of output `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn`.
 
 2. Deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) template manually to each of the source accounts and each region you wish to enable through CloudFormation or deploy it automatically to an AWS Organization, OU or list of accounts through service managed StackSets from your management account or StackSet delegate account. Use values of outputs `CustomEventBusArn` and `CustomDynamoDBFunctionRoleArn` as input parameters of the Stack/StackSets.
 
-If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) in all relevant regions of your Management Account.
+    If you are using StackSets please note that StackSets are not deploying Stacks in the Management Account. If you want Alerts from Management account you will need additionally to deploy [`event_forwarder.yaml`](/stack_sets/event_forwarder_template.yaml) in all relevant regions of your Management Account.
 
 ## Advanced configuration
 You can fine tune configuration of dashboards in by editing a configuration file `lib/config.json`

From 0e60e7e4d02fc80904fc7222f4cb68e85983bcd7 Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Mon, 4 Mar 2024 13:03:24 +0100
Subject: [PATCH 33/39] Update README.md

---
 README.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index cec5854..0bf5a01 100644
--- a/README.md
+++ b/README.md
@@ -107,14 +107,14 @@ You can fine tune configuration of dashboards in by editing a configuration file
 
 - Number of Lambda functions per widget is controlled through `CompactMaxResourcesPerWidget` parameter in `lib/config.json`
 
-  [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](screenshots/LambdaCompact.png)
+  ![screenshots/LambdaCompact](screenshots/LambdaCompact.png)
 
 ### EC2 Instance
 
 - Individual EBS volumes are presented with additional volume information (type and IOPS)
 - PIO volumes are presented with additional metrics
 
-  [![Click to open screenshot](screenshots/EC2-instance-thumb.png)](screenshots/EC2-instance.png)
+  ![screenshots/EC2-instance](screenshots/EC2-instance.png)
 
 ### Burstable EC2 Instance with CloudWatch agent configured
 
@@ -122,21 +122,21 @@ You can fine tune configuration of dashboards in by editing a configuration file
 - Additional metrics to keep track of CPU-credits usage are shown
 - If CloudWatch agent is configured then the widgets are shown automatically
 
-  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](screenshots/EC2-burstable-instance.png)
+  ![screenshots/EC2-burstable](screenshots/EC2-burstable-instance.png)]
 
 ### Network dashboard - TGW view
 
 - Metrics are shown on TGW and on attachment level
 - Type of attachment is shown
 
-  [![Click to open screenshot](screenshots/Network-TGW-thumb.png)](screenshots/Network-TGW.png)
+  ![screenshots/Network-TGW](screenshots/Network-TGW.png)
 
 ### ECS with EC2 service
 
 - Cluster level and service level metrics are shown separately
 - If service is EC2-type then high level metrics for EC2 instances are shown
 
-  [![Click to open screenshot](screenshots/ECS-EC2-service-thumb.png)](screenshots/ECS-EC2-service.png)
+  ![screenshots/ECS-EC2-service](screenshots/ECS-EC2-service.png)
 
 
 ## Supported services

From f69b1454a59cc722f561580317d9f0e1f178bbd9 Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Mon, 4 Mar 2024 13:04:11 +0100
Subject: [PATCH 34/39] Update README.md

---
 README.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/README.md b/README.md
index 0bf5a01..dce741c 100644
--- a/README.md
+++ b/README.md
@@ -99,8 +99,6 @@ You can fine tune configuration of dashboards in by editing a configuration file
 
 ## Screenshots
 
-> Click on the thumbnails to see the full res screenshot
-
 > Note that all blue labels in the headers (text widgets) are links that will take you to the respective resource in the console for quick access.
 
 ### Lambda in "compact" mode

From c63b5e54980a479373266822cc58a1a0d4690cac Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Mon, 4 Mar 2024 13:17:16 +0100
Subject: [PATCH 35/39] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index dce741c..176c47c 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@
 
 The project is an example building a CloudWatch Dashboard. It provides users with a set of CloudWatch Dashboard with _reasonable_ metrics and alarms. It gets the list of AWS resources with a specific Tag using AWS Resource Groups Tagging API. Optionally it provides a Central Alarm Dashboard to monitor Alarms across an AWS Organization, AWS Organization OU or across arbitrary number of AWS accounts.
 
-  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](screenshots/EC2-burstable-instance.png)  [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](screenshots/LambdaCompact.png)
+  [![Click to open screenshot](screenshots/EC2-burstable-instance-thumb.png)](#screenshots)  [![Click to open screenshot](screenshots/LambdaCompact-thumb.png)](#screenshots)
 
 
 

From bc40e0c6da310a0ed6bea4dd810aad61b5bb1e34 Mon Sep 17 00:00:00 2001
From: Iakov Gan <iakov@amazon.com>
Date: Wed, 6 Mar 2024 00:06:41 +0100
Subject: [PATCH 36/39] return chunk api call

---
 data/resource_collector.py | 33 +++++++++++++++++++++------------
 1 file changed, 21 insertions(+), 12 deletions(-)

diff --git a/data/resource_collector.py b/data/resource_collector.py
index aafe617..52ba2e9 100644
--- a/data/resource_collector.py
+++ b/data/resource_collector.py
@@ -4,6 +4,10 @@
 from botocore.config import Config
 from tqdm import tqdm
 
+def chunks(lst, n):
+    """Yield successive n-sized chunks from lst."""
+    for i in range(0, len(lst), n):
+        yield lst[i:i + n]
 
 def log(*args, **kwargs):
     tqdm.write(*args, **kwargs)
@@ -18,24 +22,29 @@ def get_resources(tag_name, tag_values, session, config):
     )
 
 def get_resources_from_api(tag_name, tag_values, session, config):
+    """Get resources from resource groups tagging api
+    """
     resourcetaggingapi = session.client('resourcegroupstaggingapi', config=config)
-    return list(
-        resourcetaggingapi.get_paginator('get_resources').paginate(
-            TagFilters=[{'Key': tag_name, 'Values': tag_values}]
-        ).search('ResourceTagMappingList')
-    )
+    resources = []
+    for chunk_of_tag_values in chunks(tag_values, 5): # api supports only 5 values
+        resources += list(
+            resourcetaggingapi.get_paginator('get_resources').paginate(
+                TagFilters=[{'Key': tag_name, 'Values': chunk_of_tag_values}]
+            ).search('ResourceTagMappingList')
+        )
+    return resources
 
 def autoscaling_retriever(tag_name, tag_values, session, config):
     """Autoscaling is not supported by resource groups and tagging api
-    This is
-    :return:
     """
     asg = session.client('autoscaling', config=config)
-    resources = list(
-        asg.get_paginator('describe_auto_scaling_groups').paginate(
-            Filters=[{'Name': 'tag:' + tag_name, 'Values': tag_values}]
-        ).search('AutoScalingGroups')
-    )
+    resources = []
+    for chunk_of_tag_values in chunks(tag_values, 5): # api supports only 5 values
+        resources += list(
+            asg.get_paginator('describe_auto_scaling_groups').paginate(
+                Filters=[{'Name': 'tag:' + tag_name, 'Values': chunk_of_tag_values}]
+            ).search('AutoScalingGroups')
+        )
     for resource in resources:
         resource['ResourceARN'] = resource['AutoScalingGroupARN']
     return resources

From db31dc258760fbca29921d738966fd3b2406e9cf Mon Sep 17 00:00:00 2001
From: Iakov GAN <82834333+iakov-aws@users.noreply.github.com>
Date: Fri, 12 Apr 2024 10:17:15 +0200
Subject: [PATCH 37/39] Update requirements.txt

---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index cbff2a6..d14b683 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
 boto3
 botocore
 tqdm
-PyInquirer
\ No newline at end of file
+InquirerPy

From 0833e8ec376312d7c1f07eea76e6f6f1ecfbd0e7 Mon Sep 17 00:00:00 2001
From: Zoran Pucar <zzorp@amazon.com>
Date: Fri, 12 Apr 2024 11:22:36 +0200
Subject: [PATCH 38/39] Fixed minor bugs, added support for EC2 compact mode

---
 data/main.py                               |  17 +--
 data/resource_collector.py                 | 166 ++++++++++-----------
 lib/config-example.json                    |   2 +-
 lib/services/graphfactory.ts               | 104 ++++++++++++-
 lib/services/servicewidgetsets/ec2group.ts | 136 ++++++++++++++++-
 5 files changed, 321 insertions(+), 104 deletions(-)

diff --git a/data/main.py b/data/main.py
index 236f3b3..14ec512 100644
--- a/data/main.py
+++ b/data/main.py
@@ -9,7 +9,7 @@
 from InquirerPy import inquirer
 from InquirerPy.base.control import Choice
 
-from resource_collector import get_config, get_resources, cw_custom_namespace_retriever, router
+from resource_collector import get_config, get_resources, router
 
 class App():
     def __init__(self, profile=None):
@@ -95,7 +95,7 @@ def account_id(self):
 @click.option('--tag', default=None, help='a Tag name')
 @click.option('--values', default=None, help='Comma Separated list of values')
 @click.option('--config-file', default="lib/config.json", help='Json config file', type=click.Path())
-@click.option('--output-file', default="./resources.json", help='output file', type=click.Path())
+@click.option('--output-file', default="../data/resources.json", help='output file', type=click.Path())
 @click.option('--custom-namespaces-file', default="./custom_namespaces.json", help='custom_namespaces file', type=click.Path())
 @click.option('--base-name', default=None, help='Base Name')
 @click.option('--grouping-tag-key', default=None, help='GroupingTagKey')
@@ -109,7 +109,7 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
     else:
         print('Reading from {config_file}')
         main_config = json.load(open(config_file))
-
+    print(main_config)
     # Read from command line and parameters
     base_name = base_name or main_config.get('BaseName')
     grouping_tag_key = grouping_tag_key or main_config.get('GroupingTagKey')
@@ -126,7 +126,7 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
 
     need_scan = True
     decorated_resources = []
-    region_namespaces = {'RegionNamespaces': []}
+    print(output_file)
     if os.path.exists(output_file):
         choice = inquirer.select(
             f'Resources file was updated {time.ctime(os.path.getmtime(output_file))}',
@@ -153,21 +153,16 @@ def main(base_name, regions, tag, values, config_file, output_file, custom_names
         for region in tqdm(regions, desc='Regions', leave=False):
             config = get_config(region)
             resources = get_resources(tag, values, app.session, config)
-            region_namespace = {'Region': region, 'Namespaces' : cw_custom_namespace_retriever(app.session, config) }
-            region_namespaces['RegionNamespaces'].append(region_namespace)
             for resource in tqdm(resources, desc='Resources', leave=False):
                 decorated_resources.append(router(resource, app.session, config))
 
-        with open(custom_namespaces_file, "w") as _file:
-            json.dump(region_namespaces, _file, indent=4, default=str)
-            print(f'custom_namespaces: {output_file}')
-
-        with open(output_file, "w") as _file:
+        with open(output_file[1:], "w") as _file:
             json.dump(decorated_resources, _file, indent=4, default=str)
             print(f'output: {output_file}')
 
     config_file = config_file or "lib/config.json"
     with open(config_file, "w") as _file:
+        main_config["BaseName"] = base_name
         main_config["Regions"] = regions
         main_config["TagKey"] = tag
         main_config["TagValues"] = values
diff --git a/data/resource_collector.py b/data/resource_collector.py
index 52ba2e9..38e6589 100644
--- a/data/resource_collector.py
+++ b/data/resource_collector.py
@@ -34,6 +34,7 @@ def get_resources_from_api(tag_name, tag_values, session, config):
         )
     return resources
 
+
 def autoscaling_retriever(tag_name, tag_values, session, config):
     """Autoscaling is not supported by resource groups and tagging api
     """
@@ -49,32 +50,6 @@ def autoscaling_retriever(tag_name, tag_values, session, config):
         resource['ResourceARN'] = resource['AutoScalingGroupARN']
     return resources
 
-def cw_custom_namespace_retriever(session, config):
-    """Retrieving all custom namespaces
-    """
-    cw = session.client('cloudwatch', config=config)
-    resources = []
-    response = cw.list_metrics()
-    for record in response['Metrics']:
-        if not record['Namespace'].startswith('AWS/') and not record['Namespace'].startswith('CWAgent') and record['Namespace'] not in resources:
-            resources.append(record['Namespace'])
-            log(resources)
-
-    try:
-        while response['NextToken']:
-            response = cw.list_metrics(
-                NextToken = response['NextToken']
-            )
-            for record in response['Metrics']:
-                if not record['Namespace'].startswith('AWS/') and not record['Namespace'].startswith('CWAgent') and record['Namespace'] not in resources:
-                    resources.append(record['Namespace'])
-                    log(resources)
-    except:
-        log(f'Done fetching cloudwatch namespaces')
-    return resources
-
-
-
 
 def router(resource, session, config):
     arn = resource['ResourceARN']
@@ -93,7 +68,9 @@ def router(resource, session, config):
     elif ':dynamodb:' in arn and ':table/' in arn:
         resource = dynamodb_decorator(resource, session, config)
     elif ':ec2:' in arn and ':instance/' in arn:
-        resource = ec2_decorator(resource, session, config)
+        tmpresource = ec2_decorator(resource, session, config)
+        if len(tmpresource) > 0:
+            resource = tmpresource
     elif 'lambda' in arn and 'function' in arn:
         resource = lambda_decorator(resource, session, config)
     elif 'elasticloadbalancing' in arn and '/net/' not in arn and '/app/' not in arn and ':targetgroup/' not in arn:
@@ -220,6 +197,7 @@ def cloudfront_decorator(resource, session, config):
     resource['Origins'] = response['Distribution']['DistributionConfig']['Origins']
     return resource
 
+
 def mediapackage_decorator(resource, session, config):
     log(f'this resource is Mediapackage channel')
     arn = resource['ResourceARN']
@@ -239,7 +217,8 @@ def mediapackage_decorator(resource, session, config):
             resource ['IngestEndpoint'] = response2['HlsIngest']['IngestEndpoints']
             resource['OriginEndpoint'] = origin_endpoint['OriginEndpoints']
     return resource
-        
+
+
 def medialive_decorator(resource, session, config):
     log(f'this resource is Medialive channel')
     arn = resource['ResourceARN']
@@ -256,7 +235,8 @@ def medialive_decorator(resource, session, config):
                 )
             resource['Pipeline'] = response2['PipelineDetails']
     return resource
-    
+
+
 def odcr_decorator(resource, session, config):
     log(f'This resource is ODCR {resource["ResourceARN"]}')
     return resource
@@ -299,26 +279,28 @@ def ec2_decorator(resource, session, config):
     instanceid = resource['ResourceARN'].split('/')[len(resource['ResourceARN'].split('/'))-1]
     ec2 = session.client('ec2', config=config)
 
-    volumes = []
-
-    response = ec2.describe_volumes(
-        Filters=[
-        {
-            'Name': 'attachment.instance-id',
-            'Values': [
-                instanceid,
+    response = ec2.describe_instances(
+            Filters=[
+                {
+                   'Name': 'instance-id',
+                   'Values': [
+                       instanceid
+                   ]
+                }
             ]
-        },
-        ],
-        MaxResults=100
-    )
+        )
 
+    reservations = response.get('Reservations', [])
+    if len(reservations) > 0:
+        instances = reservations[0].get('Instances', [])
+        instance = instances[0]
 
-    for record in response['Volumes']:
-        volumes.append(record)
+        resource['Instance'] = instance
+
+        if 'State' in resource['Instance'] and 'Name' in resource['Instance']['State'] and resource['Instance']['State']['Name'] != 'terminated':
+            print('This instance is not terminated')
+            volumes = []
 
-    try:
-        while response['NextToken']:
             response = ec2.describe_volumes(
                 Filters=[
                 {
@@ -328,52 +310,68 @@ def ec2_decorator(resource, session, config):
                     ]
                 },
                 ],
-                MaxResults=100,
-                NextToken=response['NextToken']
+                MaxResults=100
             )
+
             for record in response['Volumes']:
                 volumes.append(record)
 
-    except:
-        log(f'Done fetching volumes')
-
-    resource['Volumes'] = volumes
+            try:
+                while response['NextToken']:
+                    response = ec2.describe_volumes(
+                        Filters=[
+                        {
+                            'Name': 'attachment.instance-id',
+                            'Values': [
+                                instanceid,
+                            ]
+                        },
+                        ],
+                        MaxResults=100,
+                        NextToken=response['NextToken']
+                    )
+                    for record in response['Volumes']:
+                        volumes.append(record)
+
+            except:
+                log(f'Done fetching volumes')
+
+            resource['Volumes'] = volumes
+
+
+            instanceType = resource['Instance']['InstanceType']
+
+            if 't2' in instanceType or 't3' in instanceType or 't4' in instanceType:
+                response = ec2.describe_instance_credit_specifications(
+                    InstanceIds=[instanceid]
+                )
+                resource['CPUCreditSpecs'] = response['InstanceCreditSpecifications'][0]
+
+            cw = session.client('cloudwatch', config=config)
+            results = cw.get_paginator('list_metrics')
+            for response in results.paginate(
+                    Namespace='CWAgent',
+                    Dimensions=[
+                        {'Name': 'InstanceId', 'Value': instanceid}
+                    ], ):
+                if len(response['Metrics']) > 0:
+                    log(f'Instance {instanceid} has CWAgent')
+                    resource['CWAgent'] = 'True'
+                    resource['CWAgentMetrics'] = response['Metrics']
+                else:
+                    log(f'Instance {instanceid} does not have CWAgent')
+                    resource['CWAgent'] = 'False'
+
+            return resource
+        else:
+            print('This instance is terminated, ignoring')
+            return []
+    else:
+        print('Resource is not found')
+        return []
 
-    response = ec2.describe_instances(
-        Filters=[
-            {
-               'Name': 'instance-id',
-               'Values': [
-                   instanceid
-               ]
-            }
-        ]
-    )
-    resource['Instance'] = response['Reservations'][0]['Instances'][0]
-    instanceType = resource['Instance']['InstanceType']
 
-    if 't2' in instanceType or 't3' in instanceType or 't4' in instanceType:
-        response = ec2.describe_instance_credit_specifications(
-            InstanceIds=[instanceid]
-        )
-        resource['CPUCreditSpecs'] = response['InstanceCreditSpecifications'][0]
-
-    cw = session.client('cloudwatch', config=config)
-    results = cw.get_paginator('list_metrics')
-    for response in results.paginate(
-            MetricName='mem_used_percent',
-            Namespace='CWAgent',
-            Dimensions=[
-                {'Name': 'InstanceId', 'Value': instanceid}
-            ], ):
-        if len(response['Metrics']) > 0:
-            log(f'Instance {instanceid} has CWAgent')
-            resource['CWAgent'] = 'True'
-        else:
-            log(f'Instance {instanceid} does not have CWAgent')
-            resource['CWAgent'] = 'False'
 
-    return resource
 
 def elasticache_decorator(resource, session, config):
     log(f'This resource is Elasticache {resource["ResourceARN"]}')
diff --git a/lib/config-example.json b/lib/config-example.json
index 8e0e1e6..e8b7030 100644
--- a/lib/config-example.json
+++ b/lib/config-example.json
@@ -1,6 +1,6 @@
 {
     "BaseName": "Application",
-    "ResourceFile": "./data/resources.json",
+    "ResourceFile": "../data/resources.json",
     "TagKey": "Name",
     "TagValues": [],
     "Regions": [],
diff --git a/lib/services/graphfactory.ts b/lib/services/graphfactory.ts
index 8db93a6..7485347 100644
--- a/lib/services/graphfactory.ts
+++ b/lib/services/graphfactory.ts
@@ -32,6 +32,7 @@ import {MediaLiveWidgetSet} from "./servicewidgetsets/medialive";
 import {EFSWidgetSet} from "./servicewidgetsets/efs";
 import {SnsAction} from "aws-cdk-lib/aws-cloudwatch-actions";
 import * as sns from "aws-cdk-lib/aws-sns";
+import {Ec2InstanceGroupWidgetSet} from "./servicewidgetsets/ec2group";
 
 export class GraphFactory extends Construct {
     serviceArray:any=[];
@@ -148,6 +149,7 @@ export class GraphFactory extends Construct {
                         }))
                         for (const resource of this.serviceArray[region][servicekey]) {
                             let apiid = resource.ResourceARN.split('/')[resource.ResourceARN.split('/').length - 1]
+                            console.log(`APIGWV1WidgetSet-${apiid}-${region}-${this.config.BaseName}`);
                             let apigw = new ApiGatewayV1WidgetSet(this, `APIGWV1WidgetSet-${apiid}-${region}-${this.config.BaseName}`, resource, this.config);
                             for (const widgetSet of apigw.getWidgetSets()) {
                                 this.widgetArray.push(widgetSet);
@@ -225,7 +227,12 @@ export class GraphFactory extends Construct {
 
                     case "ec2instances": {
                         //We create the dashboard only if we actually have EC2s in the workload
-                        this.processEC2(region, servicekey);
+                        if (this.config.Compact){
+                            this.processCompactEC2(region, servicekey);
+                        } else {
+                            this.processEC2(region, servicekey);
+                        }
+
                         break;
                     }
                     case "lambda": {
@@ -594,11 +601,14 @@ export class GraphFactory extends Construct {
                     this.serviceArray[region]["elasticfilesystem"].push(resource);
                 }
             }else if (resource.ResourceARN.includes(':ec2:') && resource.ResourceARN.includes(':instance/')) {
-                if (!this.serviceArray[region]["ec2instances"]) {
-                    this.serviceArray[region]["ec2instances"] = [resource];
-                } else {
-                    this.serviceArray[region]["ec2instances"].push(resource);
+                if ( resource.Instance && resource.Instance.State && resource.Instance.State.Name != 'terminated'){
+                    if (!this.serviceArray[region]["ec2instances"]) {
+                        this.serviceArray[region]["ec2instances"] = [resource];
+                    } else {
+                        this.serviceArray[region]["ec2instances"].push(resource);
+                    }
                 }
+
             } else if (resource.ResourceARN.includes(':lambda:') && resource.ResourceARN.includes(':function:')) {
                 if (!this.serviceArray[region]["lambda"]) {
                     this.serviceArray[region]["lambda"] = [resource];
@@ -765,6 +775,90 @@ export class GraphFactory extends Construct {
 
     }
 
+    private processCompactEC2(region: string, servicekey: any) {
+        const resourceGroups = new Map<string, Array<any>>();
+
+        for (const resource of this.serviceArray[region][servicekey]) {
+            let groupName = 'default';
+
+            if (this.groupResourcesByTag) {
+                for (const tag of resource.Tags) {
+                    if (tag.Key === this.config.GroupingTagKey) {
+                        tag.Value = tag.Value.replace(/\s/g, '');
+                        groupName = tag.Value;
+                        break;
+                    }
+                }
+            }
+
+            if (!resourceGroups.has(groupName)) {
+                resourceGroups.set(groupName, []);
+            }
+            resourceGroups?.get(groupName)?.push(resource);
+        }
+
+        const instancesPerWidget = Math.min(
+            100,
+            this.config.CompactMaxResourcesPerWidget
+        );
+
+        for (const [key, instances] of resourceGroups) {
+            console.log(`processing key ${key}`);
+            let dashboard: any = new Dashboard(
+                this,
+                `${this.config.BaseName}-EC2-${key}-${region}`,
+                {
+                    dashboardName: `${this.config.BaseName}-EC2-${key}-${region}`
+                }
+            );
+            this.estimatedCost += 3;
+            let widgetSet: any = [];
+            let alarmSet: any = [];
+
+            if (instances) {
+                let instancesRemaining = 0;
+                if (instances.length && instances.length > 0) {
+                    instancesRemaining = instances.length;
+                }
+                let offset = 0;
+                while (instancesRemaining > 0) {
+                    let instanceIncrement = instances.splice(
+                        0,
+                        instancesPerWidget
+                    );
+                    let instanceSet = new Ec2InstanceGroupWidgetSet(
+                        this,
+                        `EC2-${key}-${region}-${offset}-${this.config.BaseName}`,
+                        instanceIncrement,
+                        this.config
+                    );
+                    for (let widget of instanceSet.getWidgetSets()) {
+                        widgetSet.push(widget);
+                    }
+                    alarmSet = alarmSet.concat(instanceSet.getAlarmSet());
+                    instancesRemaining -= instancesPerWidget;
+                    offset += 1;
+                }
+            }
+
+            if (alarmSet.length > 0) {
+                this.estimatedCost += alarmSet.length * 0.1;
+                const height =
+                    1 + Math.floor(alarmSet.length / 4) + (alarmSet.length % 4 != 0 ? 1 : 0);
+                const ec2AlarmStatusWidget = new AlarmStatusWidget({
+                    title: 'Alarms',
+                    width: 24,
+                    height: height,
+                    alarms: alarmSet
+                });
+                widgetSet = [ec2AlarmStatusWidget].concat(widgetSet);
+            }
+            for (const widgetSetElement of widgetSet) {
+                dashboard.addWidgets(widgetSetElement);
+            }
+        }
+    }
+
     private processLambda(region: string, servicekey: any) {
         for (const resource of this.serviceArray[region][servicekey]) {
             let lambda = new LambdaWidgetSet(this, `Lambda-WS-${resource.Configuration.FunctionName}-${region}-${this.config.BaseName}`, resource, this.config);
diff --git a/lib/services/servicewidgetsets/ec2group.ts b/lib/services/servicewidgetsets/ec2group.ts
index 6c84f31..c61a3d3 100644
--- a/lib/services/servicewidgetsets/ec2group.ts
+++ b/lib/services/servicewidgetsets/ec2group.ts
@@ -16,7 +16,7 @@ export class Ec2InstanceGroupWidgetSet extends Construct implements WidgetSet {
     widgetSet:any = [];
     alarmSet:any = [];
 
-    constructor(scope: Construct, id: string, resource:any) {
+    constructor(scope: Construct, id: string, resource:any, config:any) {
         super(scope, id)
         let region = resource[0].ResourceARN.split(':')[3];
         this.widgetSet.push(new TextWidget({
@@ -51,7 +51,16 @@ export class Ec2InstanceGroupWidgetSet extends Construct implements WidgetSet {
             region: region,
             left: cpuUtilMetricArray,
             right: [averageCpuMetric],
-            width: 12
+            width: 12,
+            height: 8,
+            leftYAxis: {
+                min: 0,
+                max: 100
+            },
+            rightYAxis: {
+                min: 0,
+                max: 100
+            }
         })
 
         const avgCpuAlarm = averageCpuMetric.createAlarm(this,'AvgEC2CpuAlarm-' + region,{
@@ -69,12 +78,55 @@ export class Ec2InstanceGroupWidgetSet extends Construct implements WidgetSet {
             region: region,
             left: networkInMetricArray,
             right: networkOUtMetricArray,
-            width: 12
+            width: 12,
+            height: 8,
+            leftYAxis: {
+                label: 'Network In',
+            },
+            rightYAxis: {
+                label: 'Network Out',
+            }
         })
 
         this.alarmSet.push(avgCpuAlarm)
         this.widgetSet.push(new Row(cpuwidget,netwidget))
         this.widgetSet.push(new Row(ebsWriteBytesWidget,ebsReadBytesWidget));
+
+        const cwagentInstances = this.getCWAgentInstances(resource);
+        if ( cwagentInstances.length > 0 ){
+            const memorywidget = new GraphWidget({
+                title: 'Memory Utilisation',
+                region: region,
+                left: this.getCWAgentMetricArray(cwagentInstances,'mem_used_percent'),
+                width: 12,
+                height: 8,
+                leftYAxis: {
+                    min: 0,
+                    max: 100
+                },
+                rightYAxis: {
+                    min: 0,
+                    max: 100
+                }
+            });
+
+            const diskwidget = new GraphWidget({
+                title: 'Disk Utilisation',
+                region: region,
+                left: this.getCWAgentMetricArray(cwagentInstances, 'disk_used_percent'),
+                width: 12,
+                height: 8,
+                leftYAxis: {
+                    min: 0,
+                    max: 100
+                },
+                rightYAxis: {
+                    min: 0,
+                    max: 100
+                }
+            });
+            this.widgetSet.push(new Row(memorywidget, diskwidget));
+        }
     }
 
     private getMetricArray(instances:any,metric:string,period?:Duration,statistic?:Statistic){
@@ -102,6 +154,84 @@ export class Ec2InstanceGroupWidgetSet extends Construct implements WidgetSet {
         return metricarray;
     }
 
+    private getCWAgentMetricArray(instances:any,metric:string,period?:Duration,statistic?:Statistic){
+        let metricarray:Metric[] = [];
+        let metricperiod = Duration.minutes(1);
+        let metricstatistic = Statistic.SUM
+        if ( period ){
+            metricperiod = period;
+        }
+        if ( statistic ){
+            metricstatistic = statistic;
+        }
+
+        for (let instance of instances){
+            let instanceId = instance.ResourceARN.split('/')[instance.ResourceARN.split('/').length - 1];
+            for ( let CWAgentMetric of instance.CWAgentMetrics){
+
+                if ( CWAgentMetric['MetricName'] == metric ){
+                    let path:any = false;
+                    if  ( metric == 'disk_used_percent'){
+                        for (const dimension of CWAgentMetric['Dimensions']){
+                            if ( dimension['Name'] === 'path' ){
+
+                                if ( ! dimension['Value'].includes('/proc')
+                                && ! dimension['Value'].includes('/sys')
+                                && ! dimension['Value'].includes('/dev')
+                                && ! dimension['Value'].includes('/run') ){
+                                    path = dimension['Value'];
+
+                                    metricarray.push(new Metric({
+                                        namespace: 'CWAgent',
+                                        label: `${instanceId}-${path}`,
+                                        metricName: CWAgentMetric['MetricName'],
+                                        dimensionsMap: this.generateDimensionMap(CWAgentMetric),
+                                        statistic: metricstatistic,
+                                        period:metricperiod,
+                                    }));
+
+                                }
+
+
+                            }
+                        }
+                    } else {
+                        metricarray.push(new Metric({
+                            namespace: 'CWAgent',
+                            label: `${instanceId}`,
+                            metricName: CWAgentMetric['MetricName'],
+                            dimensionsMap: this.generateDimensionMap(CWAgentMetric),
+                            statistic: metricstatistic,
+                            period:metricperiod,
+                        }));
+                    }
+
+
+                }
+            }
+
+        }
+        return metricarray;
+    }
+
+    private generateDimensionMap(agentMetric:any){
+        let dimensionMap:any = {};
+        for (const dimension of agentMetric['Dimensions']){
+            dimensionMap[dimension['Name']] = dimension['Value'];
+        }
+        return dimensionMap;
+    }
+
+    private getCWAgentInstances(instances:any){
+        let cwagentInstanceArray:any[] = [];
+        for (const instance of instances) {
+            if (instance['CWAgentMetrics']){
+                cwagentInstanceArray.push(instance);
+            }
+        }
+        return cwagentInstanceArray;
+    }
+
     getWidgetSets(){
         return this.widgetSet;
     }

From 89060756d43375dd72aa6ed68278df670d5f5d29 Mon Sep 17 00:00:00 2001
From: Zoran Pucar <zzorp@amazon.com>
Date: Fri, 12 Apr 2024 11:41:19 +0200
Subject: [PATCH 39/39] Use default Compact for now

---
 lib/config-example.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/config-example.json b/lib/config-example.json
index e8b7030..843aa10 100644
--- a/lib/config-example.json
+++ b/lib/config-example.json
@@ -7,7 +7,7 @@
     "GroupingTagKey": "groupby",
     "CustomEC2TagKeys": [],
     "CustomNamespaceFile": "./data/custom_namespaces.json",
-    "Compact": false,
+    "Compact": true,
     "CompactMaxResourcesPerWidget": 10,
     "AlarmTopic": "",
     "AlarmDashboard": {