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aws-dependency-mapper-inner-pipeline

Pipeline: aws-dependency-mapper-inner-pipeline

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## AWS EC2 - Inventory Collection
@c:new-block

    --> @aws:ec2-instances

    --> @dm:save
            name = 'cfx-aws-ec2-instances'

--> @c:new-block

    --> @aws:ec2-instance-types

    --> @dm:fixcolumns

    --> @dm:save
            name = 'cfx-aws-ec2-instance-types'

--> @c:new-block

    --> @aws:ec2-volumes

    --> @dm:save
            name = 'cfx-aws-ec2-volumes'

--> @c:new-block

    --> @aws:ec2-vpcs

    --> @dm:save
            name = 'cfx-aws-ec2-vpcs'

--> @c:new-block

    --> @aws:efs-file-systems

    --> @dm:fixcolumns

    --> @dm:save
            name = 'cfx-aws-ec2-efs-filesystems'

--> @c:new-block

    --> @aws:ec2-security-groups

    --> @dm:fixcolumns

    --> @dm:save
            name = 'cfx-aws-ec2-security-groups'

--> @c:new-block

    --> @aws:ec2-subnets

    --> @dm:fixcolumns

    --> @dm:save
            name = 'cfx-aws-ec2-subnets'

--> @c:new-block

    --> @aws:ec2-internet-gateways

    --> @dm:fixcolumns

    --> @dm:save
            name = 'cfx-aws-ec2-internet-gateways'

## AWS EC2 -  Security Groups
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-security-groups'
    --> *dm:filter
            type = 'Inbound' get account_id as 'aws_account_id',GroupId as 'ec2_inst_sec_group_id',GroupName as 'ec2_inst_sec_group',VpcId as 'ec2_inst_vpc',type as 'ec2_network_direction',IpProtocol as 'ec2_ip_protocol',FromPort as 'ec2_from_port',ToPort as 'ec2_to_port',CidrIp as 'ec2_allowed_source_cidr',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label'
    --> @dm:map
            from = 'ec2_from_port,ec2_to_port' & to = 'ec2_port_mapping'
    --> @dm:map
            attr = 'ec2_port_mapping' & func = 'join' & sep = ' => '
    --> @dm:map
            attr = 'ec2_ip_protocol' & func = 'evaluate' & expr = "'all' if ec2_ip_protocol == '-1' else ec2_ip_protocol"
    --> @dm:map
            attr = 'ec2_port_mapping' & func = 'evaluate' & expr = "'None' if ec2_port_mapping == ' => ' else ec2_port_mapping"
    --> @dm:implode
            key_columns = 'ec2_inst_sec_group,ec2_inst_vpc' & merge_columns = 'ec2_ip_protocol,ec2_port_mapping,ec2_allowed_source_cidr'
    --> *dm:filter
            * get ec2_inst_sec_group,ec2_inst_vpc,ec2_ip_protocol as 'ec2_ip_protocol_inbound',ec2_port_mapping as 'ec2_port_mapping_inbound',ec2_allowed_source_cidr
    --> @dm:save
            name = 'temp-aws-ec2-security-groups-inbound'

--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-security-groups'
    --> *dm:filter
            type = 'Outbound' get account_id as 'aws_account_id',GroupId as 'ec2_inst_sec_group_id',GroupName as 'ec2_inst_sec_group',VpcId as 'ec2_inst_vpc',type as 'ec2_network_direction',IpProtocol as 'ec2_ip_protocol',FromPort as 'ec2_from_port',ToPort as 'ec2_to_port',CidrIp as 'ec2_allowed_source_cidr',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label'
    --> @dm:map
            from = 'ec2_from_port,ec2_to_port' & to = 'ec2_port_mapping'
    --> @dm:map
            attr = 'ec2_port_mapping' & func = 'join' & sep = ' => '
    --> @dm:map
            attr = 'ec2_ip_protocol' & func = 'evaluate' & expr = "'all' if ec2_ip_protocol == '-1' else ec2_ip_protocol"
    --> @dm:map
            attr = 'ec2_port_mapping' & func = 'evaluate' & expr = "'None' if ec2_port_mapping == ' => ' else ec2_port_mapping"
    --> @dm:implode
            key_columns = 'ec2_inst_sec_group,ec2_inst_vpc' & merge_columns = 'ec2_ip_protocol,ec2_port_mapping,ec2_allowed_source_cidr'
    --> *dm:filter
            * get ec2_inst_sec_group,ec2_inst_vpc,ec2_ip_protocol as 'ec2_ip_protocol_outbound',ec2_port_mapping as 'ec2_port_mapping_outbound',ec2_allowed_source_cidr as 'ec2_allowed_destination_cidr'
    --> @dm:save
            name = 'temp-aws-ec2-security-groups-outbound'

--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-security-groups'
    --> *dm:filter
            * get account_id as 'aws_account_id',GroupId as 'ec2_inst_sec_group_id',GroupName as 'ec2_inst_sec_group',VpcId as 'ec2_inst_vpc',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label'
    --> @dm:enrich
            dict = 'temp-aws-ec2-security-groups-inbound' & src_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc' & dict_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc' & enrich_cols = 'ec2_ip_protocol_inbound,ec2_port_mapping_inbound,ec2_allowed_source_cidr'
    --> @dm:enrich
            dict = 'temp-aws-ec2-security-groups-outbound' & src_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc' & dict_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc' & enrich_cols = 'ec2_ip_protocol_outbound,ec2_port_mapping_outbound,ec2_allowed_destination_cidr'
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Network'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'Firewall'
    --> @dm:map
            from = 'ec2_inst_sec_group' & to = 'node_label'
    --> @dm:map
            from = 'ec2_inst_sec_group_id' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-security-group-nodes'

## AWS EC2 -  Nodes
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-instances'
    --> @dm:fixcolumns

    --> *dm:filter
            * get InstanceId as 'ec2_inst_id',State_Name as 'ec2_inst_state',StateReason_Message as 'ec2_inst_state_message',InstanceType as 'ec2_inst_type',RootDeviceName as 'ec2_inst_root_dev',RootDeviceType as 'ec2_inst_root_dev_type',KeyName as 'ec2_inst_keyname',PrivateDnsName as 'ec2_inst_priv_dns',PrivateIpAddress as 'ec2_inst_priv_ip',PublicDnsName as 'ec2_inst_pub_dns',PublicIpAddress as 'ec2_inst_pub_ip',SecurityGroups as 'ec2_inst_sec_group',SubnetId as 'ec2_inst_subnet',VpcId as 'ec2_inst_vpc',Placement_AvailabilityZone as 'ec2_avail_zone',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label',account_id as 'aws_account_id'
    --> @dm:enrich
            dict = 'cfx-aws-ec2-instance-types' & src_key_cols = 'ec2_inst_type' & dict_key_cols = 'InstanceType' & enrich_cols = 'VCpuInfo_DefaultCores,VCpuInfo_DefaultThreadsPerCore,VCpuInfo_DefaultVCpus,MemoryInfo_SizeInMiB,NetworkInfo_NetworkPerformance' & enrich_cols_as = 'ec2_inst_cpu_sockets,ec2_inst_cpu_cores,ec2_inst_vcpus,ec2_inst_memory_mb,ec2_inst_net_speed'
    --> @dm:selectcolumns
            exclude='InstanceType'
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Virtualization'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'VM'
    --> @dm:map
            from = 'ec2_inst_tag_name' & to = 'node_label'
    --> @dm:map
            from = 'ec2_inst_id' & to = 'node_id'
    --> @dm:explode
            column = 'ec2_inst_sec_group'
    --> @dm:enrich
            dict = 'cfx-aws-ec2-security-group-nodes' & src_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc,ec2_inst_region' & dict_key_cols = 'ec2_inst_sec_group,ec2_inst_vpc,ec2_inst_region' & enrich_cols = 'ec2_inst_sec_group_id'
    --> @dm:save
            name = 'cfx-aws-ec2-instance-nodes'

## AWS EC2 - Disk Volumes
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-volumes'
    --> *dm:filter
            State = 'in-use' get attached_InstanceIds as 'ec2_inst_id',attached_Devices as 'ec2_disk_id',VolumeId as 'ec2_volume_id',VolumeType as 'ec2_volume_type',State as 'ec2_volume_status',Encrypted as 'ec2_volume_encryption',Iops as 'ec2_volume_iops',Size as 'ec2_volume_size_gb'
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Virtualization'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'vDisk'
    --> @dm:map
            from = 'ec2_disk_id' & to = 'node_label'
    --> @dm:map
            from = 'ec2_volume_id' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-volume-nodes'

## AWS EC2 - VPC
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-subnets'
    --> *dm:filter
            * get VpcId as 'ec2_inst_vpc',AvailabilityZone as 'ec2_avail_zone'
    --> @dm:implode
            key_columns = 'ec2_inst_vpc' & merge_columns = 'ec2_avail_zone'
    --> @dm:save
            name = 'temp-ec2_vpc_az_dist'

--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-vpcs'
    --> *dm:filter
            * get VpcId as 'ec2_inst_vpc',IsDefault as 'ec2_default_vpc',Tags as 'ec2_vpc_tags',account_id as 'aws_account_id',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label'
    --> @dm:enrich
            dict = 'temp-ec2_vpc_az_dist' & src_key_cols = 'ec2_inst_vpc' & dict_key_cols = 'ec2_inst_vpc' & enrich_cols = 'ec2_avail_zone'
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Virtualization'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'VPC'
    --> @dm:map
            from = 'ec2_inst_vpc' & to = 'node_label'
    --> @dm:map
            from = 'ec2_inst_vpc' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-vpc-nodes'

## AWS EC2 -  Internet Gateway
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-internet-gateways'
    --> *dm:filter
            * get InternetGatewayId as 'ec2_internet_gw_id',account_id as 'aws_account_id',Tags as 'ec2_internet_gw_tags',available_VpcId as 'ec2_inst_vpc',region as 'ec2_inst_region',region_name as 'ec2_inst_region_label'
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Network'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'Router'
    --> @dm:map
            from = 'ec2_internet_gw_id' & to = 'node_label'
    --> @dm:map
            from = 'ec2_internet_gw_id' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-internet-gw-nodes'

## AWS EC2 - Availability Zones
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-vpc-nodes'
    --> *dm:filter
            * get ec2_avail_zone,ec2_inst_region,ec2_inst_region_label
    --> @dm:explode
            column = 'ec2_avail_zone'
    --> *dm:filter
            ec2_avail_zone is not empty
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Virtualization'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'AvailabilityZone'
    --> @dm:map
            from = 'ec2_avail_zone' & to = 'node_label'
    --> @dm:map
            from = 'ec2_avail_zone' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-az-nodes'

## AWS EC2 - Regions
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-vpc-nodes'
    --> *dm:filter
            * get ec2_inst_region,ec2_inst_region_label
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Virtualization'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'Region'
    --> @dm:map
            from = 'ec2_inst_region_label' & to = 'node_label'
    --> @dm:map
            from = 'ec2_inst_region' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-region-nodes'

## AWS EC2 - EFS Filesystems
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-efs-filesystems'
    --> *dm:filter
            * get FileSystemId as 'ec2_efs_vol_id',Name as 'ec2_efs_vol_name',SizeInBytes_Value as 'ec2_efs_vol_size_bytes',PerformanceMode as 'ec2_efs_perf_mode',MountTargets_IpAddress as 'ec2_efs_target_ip',MountTargets_NetworkInterfaceId as 'ec2_efs_target_vnic',MountTargets_SubnetId as 'ec2_efs_target_subnetid',MountTargets_VpcId as 'ec2_efs_target_vpc',MountTargets_AvailabilityZoneName as 'ec2_efs_avail_zone',region as 'ec2_efs_region',region_name as 'ec2_efs_region_label'
    --> @dm:map
            to = 'ec2_efs_vol_size_mb' & func = 'evaluate' & expr = "round(ec2_efs_vol_size_bytes / 1024 / 1024, 2)"
    --> @dm:map
            to = 'layer' & func = 'fixed' & value = 'Storage'
    --> @dm:map
            to = 'node_type' & func = 'fixed' & value = 'Volume'
    --> @dm:map
            from = 'ec2_efs_vol_name' & to = 'node_label'
    --> @dm:map
            from = 'ec2_efs_vol_id' & to = 'node_id'
    --> @dm:save
            name = 'cfx-aws-ec2-efs-nodes'

## AWS EC2 Nodes Consolidated Output
--> @c:new-block

    --> @dm:concat
            names = '^cfx-aws-ec2-instance-nodes$|^cfx-aws-ec2-az-nodes$|^cfx-aws-ec2-region-nodes$|^cfx-aws-ec2-vpc-nodes$|^cfx-aws-ec2-volume-nodes$|^cfx-aws-ec2-efs-nodes$|^cfx-aws-ec2-internet-gw-nodes$|^cfx-aws-ec2-security-group-nodes$'
    --> @dm:save
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:dedup

    --> @dm:save
            name = 'cfx-aws-ec2-nodes-table'

## AWS EC2 Relationships
## AWS EC2 to VPC Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'contains'
    --> *dm:filter
            node_type = 'VM' get ec2_inst_vpc as 'left',relation_type,ec2_inst_id as 'right'
    --> @dm:save
            name = 'cfx-aws-ec2-vpc-relatioship'

## AWS EC2 to Security-Group Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'used-by'
    --> *dm:filter
            node_type = 'VM' get ec2_inst_sec_group_id as 'left',relation_type,ec2_inst_id as 'right'
    --> @dm:save
            name = 'cfx-aws-ec2-sg-relatioship'

## AWS Security-Group to VPC Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'contains'
    --> *dm:filter
            node_type = 'VM' get ec2_inst_vpc as 'left',relation_type,ec2_inst_sec_group_id as 'right'
    --> @dm:save
            name = 'cfx-aws-sg-to-vpc-relatioship'

## AWS VPC to Internet Gateway Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'connects-to'
    --> *dm:filter
            node_type = 'Router' get ec2_internet_gw_id as 'left',relation_type,ec2_inst_vpc as 'right'
    --> @dm:save
            name = 'cfx-aws-vpc-internet-gw-relatioship'

## AWS VPC to AvailabilityZone Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> *dm:filter
            node_type = 'VPC' get ec2_avail_zone,ec2_inst_vpc
    --> @dm:explode
            column = 'ec2_avail_zone'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'contains'
    --> *dm:filter
            * get ec2_avail_zone as 'left',relation_type,ec2_inst_vpc as 'right'
    --> @dm:save
            name = 'cfx-aws-vpc-az-relatioship'

## AWS AvailabilityZone to Region Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> *dm:filter
            node_type = 'VPC' get ec2_avail_zone,ec2_inst_region
    --> @dm:explode
            column = 'ec2_avail_zone'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'contains'
    --> *dm:filter
            * get ec2_inst_region as 'left',relation_type,ec2_avail_zone as 'right'
    --> *dm:filter
            right is not empty
    --> @dm:save
            name = 'cfx-aws-az-region-relatioship'

## AWS EC2 Instances to Volume Relationship
--> @c:new-block

    --> @dm:recall
            name = 'cfx-aws-ec2-nodes-table-before-dedup'
    --> @dm:map
            to = 'relation_type' & func = 'fixed' & value = 'used-by'
    --> *dm:filter
            node_type = 'vDisk' get node_id as 'left',relation_type,ec2_inst_id as 'right'
    --> @dm:save
            name = 'cfx-aws-ec2-volume-relatioship'

## AWS EC2 Nodes Relationship Consolidated Output
--> @c:new-block

    --> @dm:concat
            names = '^cfx-aws-ec2-vpc-relatioship$|^cfx-aws-vpc-az-relatioship$|^cfx-aws-az-region-relatioship$|^cfx-aws-ec2-volume-relatioship$|^cfx-aws-vpc-internet-gw-relatioship$|^cfx-aws-ec2-sg-relatioship$|^cfx-aws-sg-to-vpc-relatioship$'
    --> @dm:dedup

    --> @dm:map
            from = 'left' & to = 'left_id'
    --> @dm:map
            from = 'right' & to = 'right_id'
    --> @dm:save
            name = 'cfx-aws-ec2-relationship-table'

## #########################################
## # AWS EC2 Stacks - Topology Pipeline
## #########################################
--> @c:new-block

    --> @dm:stack-create
            topology_nodes="cfx-aws-ec2-nodes-table" and topology_edges="cfx-aws-ec2-relationship-table" and name = "aws_ec2_stack"
    --> @dm:stack-save
            name="AWS EC2 Dependency Map"


Extensions used in this Pipeline

Source Name Extension Type
aws aws_v2


Artifacts used in this Pipeline

Artifact Type Artifact Name Access
dataset cfx-aws-ec2-instances write
dataset cfx-aws-ec2-instance-types write
dataset cfx-aws-ec2-volumes write
dataset cfx-aws-ec2-vpcs write
dataset cfx-aws-ec2-efs-filesystems write
dataset cfx-aws-ec2-security-groups write
dataset cfx-aws-ec2-subnets write
dataset cfx-aws-ec2-internet-gateways write
dataset cfx-aws-ec2-security-groups read
dataset cfx-aws-ec2-security-group-nodes write
dataset cfx-aws-ec2-instances read
dataset cfx-aws-ec2-instance-types read
dataset cfx-aws-ec2-security-group-nodes read
dataset cfx-aws-ec2-instance-nodes write
dataset cfx-aws-ec2-volumes read
dataset cfx-aws-ec2-volume-nodes write
dataset cfx-aws-ec2-subnets read
dataset cfx-aws-ec2-vpcs read
dataset cfx-aws-ec2-vpc-nodes write
dataset cfx-aws-ec2-internet-gateways read
dataset cfx-aws-ec2-internet-gw-nodes write
dataset cfx-aws-ec2-vpc-nodes read
dataset cfx-aws-ec2-az-nodes write
dataset cfx-aws-ec2-region-nodes write
dataset cfx-aws-ec2-efs-filesystems read
dataset cfx-aws-ec2-efs-nodes write
dataset cfx-aws-ec2-nodes-table-before-dedup write
dataset cfx-aws-ec2-nodes-table write
dataset cfx-aws-ec2-nodes-table-before-dedup read
dataset cfx-aws-ec2-vpc-relatioship write
dataset cfx-aws-ec2-sg-relatioship write
dataset cfx-aws-sg-to-vpc-relatioship write
dataset cfx-aws-vpc-internet-gw-relatioship write
dataset cfx-aws-vpc-az-relatioship write
dataset cfx-aws-az-region-relatioship write
dataset cfx-aws-ec2-volume-relatioship write
dataset cfx-aws-ec2-relationship-table write
stack aws_ec2_stack write
stack AWS EC2 Dependency Map write


Bots used in this Pipeline

@c:new-block @aws:ec2-instances @dm:save @aws:ec2-instance-types @dm:fixcolumns @aws:ec2-volumes @aws:ec2-vpcs @aws:efs-file-systems @aws:ec2-security-groups @aws:ec2-subnets @aws:ec2-internet-gateways @dm:recall *dm:filter @dm:map @dm:implode @dm:enrich @dm:selectcolumns @dm:explode @dm:concat @dm:dedup @dm:stack-create @dm:stack-save