libcloud-notifications mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From to...@apache.org
Subject [libcloud] 03/04: Update EC2 related instance constants.
Date Tue, 28 May 2019 20:51:14 GMT
This is an automated email from the ASF dual-hosted git repository.

tomaz pushed a commit to branch trunk
in repository https://gitbox.apache.org/repos/asf/libcloud.git

commit b36efbe538bd9f09f756dc9aa57f3c7ae1e32264
Author: Tomaz Muraus <tomaz@tomaz.me>
AuthorDate: Tue May 28 22:34:56 2019 +0200

    Update EC2 related instance constants.
---
 libcloud/compute/constants.py | 11776 +++++++++++++++++++++++-----------------
 1 file changed, 6843 insertions(+), 4933 deletions(-)

diff --git a/libcloud/compute/constants.py b/libcloud/compute/constants.py
index dfb61b9..e171175 100644
--- a/libcloud/compute/constants.py
+++ b/libcloud/compute/constants.py
@@ -1,5431 +1,7341 @@
 # File generated by script
 INSTANCE_TYPES = {
+    "a1.2xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "a1.2xlarge", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AWS Graviton Processor", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "8"
+        }, 
+        "id": "a1.2xlarge", 
+        "name": "a1.2xlarge", 
+        "ram": 16384
+    }, 
+    "a1.4xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "a1.4xlarge", 
+            "instancesku": "HQ3KH9WDMB6YS3JR", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "AWS Graviton Processor", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "16"
+        }, 
+        "id": "a1.4xlarge", 
+        "name": "a1.4xlarge", 
+        "ram": 32768
+    }, 
+    "a1.large": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "a1.large", 
+            "instancesku": "22YNAUFUQ4BQJVTM", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AWS Graviton Processor", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "a1.large", 
+        "name": "a1.large", 
+        "ram": 4096
+    }, 
+    "a1.medium": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "a1.medium", 
+            "instancesku": "H2THDDW6B7P8U78G", 
+            "memory": "2 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "AWS Graviton Processor", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "1"
+        }, 
+        "id": "a1.medium", 
+        "name": "a1.medium", 
+        "ram": 2048
+    }, 
+    "a1.xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "a1.xlarge", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AWS Graviton Processor", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "a1.xlarge", 
+        "name": "a1.xlarge", 
+        "ram": 8192
+    }, 
     "c1.medium": {
-        "bandwidth": None,
-        "disk": 350,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "5",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c1.medium",
-            "memory": "1.7 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "2",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 350",
+        "bandwidth": None, 
+        "disk": 350, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "5", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c1.medium", 
+            "memory": "1.7 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 350", 
             "vcpu": "2"
-        },
-        "id": "c1.medium",
-        "name": "c1.medium",
+        }, 
+        "id": "c1.medium", 
+        "name": "c1.medium", 
         "ram": 1740
-    },
+    }, 
     "c1.xlarge": {
-        "bandwidth": None,
-        "disk": 1680,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "20",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c1.xlarge",
-            "memory": "7 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 420",
+        "bandwidth": None, 
+        "disk": 1680, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "20", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c1.xlarge", 
+            "memory": "7 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 420", 
             "vcpu": "8"
-        },
-        "id": "c1.xlarge",
-        "name": "c1.xlarge",
+        }, 
+        "id": "c1.xlarge", 
+        "name": "c1.xlarge", 
         "ram": 7168
-    },
+    }, 
     "c3.2xlarge": {
-        "bandwidth": None,
-        "disk": 160,
-        "extra": {
-            "clockSpeed": "2.8 GHz",
-            "currentGeneration": "No",
-            "ecu": "28",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c3.2xlarge",
-            "memory": "15 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 80 SSD",
+        "bandwidth": None, 
+        "disk": 160, 
+        "extra": {
+            "clockSpeed": "2.8 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "28", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c3.2xlarge", 
+            "memory": "15 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 80 SSD", 
             "vcpu": "8"
-        },
-        "id": "c3.2xlarge",
-        "name": "c3.2xlarge",
+        }, 
+        "id": "c3.2xlarge", 
+        "name": "c3.2xlarge", 
         "ram": 15360
-    },
+    }, 
     "c3.4xlarge": {
-        "bandwidth": None,
-        "disk": 320,
-        "extra": {
-            "clockSpeed": "2.8 GHz",
-            "currentGeneration": "No",
-            "ecu": "55",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c3.4xlarge",
-            "memory": "30 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 160 SSD",
+        "bandwidth": None, 
+        "disk": 320, 
+        "extra": {
+            "clockSpeed": "2.8 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "55", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c3.4xlarge", 
+            "memory": "30 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 160 SSD", 
             "vcpu": "16"
-        },
-        "id": "c3.4xlarge",
-        "name": "c3.4xlarge",
+        }, 
+        "id": "c3.4xlarge", 
+        "name": "c3.4xlarge", 
         "ram": 30720
-    },
+    }, 
     "c3.8xlarge": {
-        "bandwidth": 10,
-        "disk": 640,
-        "extra": {
-            "clockSpeed": "2.8 GHz",
-            "currentGeneration": "No",
-            "ecu": "108",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c3.8xlarge",
-            "memory": "60 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 320 SSD",
+        "bandwidth": 10, 
+        "disk": 640, 
+        "extra": {
+            "clockSpeed": "2.8 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "108", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c3.8xlarge", 
+            "memory": "60 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 320 SSD", 
             "vcpu": "32"
-        },
-        "id": "c3.8xlarge",
-        "name": "c3.8xlarge",
+        }, 
+        "id": "c3.8xlarge", 
+        "name": "c3.8xlarge", 
         "ram": 61440
-    },
+    }, 
     "c3.large": {
-        "bandwidth": None,
-        "disk": 32,
-        "extra": {
-            "clockSpeed": "2.8 GHz",
-            "currentGeneration": "No",
-            "ecu": "7",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c3.large",
-            "memory": "3.75 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
-            "processorArchitecture": "32-bit or 64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 16 SSD",
+        "bandwidth": None, 
+        "disk": 32, 
+        "extra": {
+            "clockSpeed": "2.8 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "7", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c3.large", 
+            "instancesku": "QG8MPRPSA2WNM57J", 
+            "memory": "3.75 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 16 SSD", 
             "vcpu": "2"
-        },
-        "id": "c3.large",
-        "name": "c3.large",
+        }, 
+        "id": "c3.large", 
+        "name": "c3.large", 
         "ram": 3840
-    },
+    }, 
     "c3.xlarge": {
-        "bandwidth": None,
-        "disk": 80,
-        "extra": {
-            "clockSpeed": "2.8 GHz",
-            "currentGeneration": "No",
-            "ecu": "14",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c3.xlarge",
-            "memory": "7.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 40 SSD",
+        "bandwidth": None, 
+        "disk": 80, 
+        "extra": {
+            "clockSpeed": "2.8 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "14", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c3.xlarge", 
+            "memory": "7.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 40 SSD", 
             "vcpu": "4"
-        },
-        "id": "c3.xlarge",
-        "name": "c3.xlarge",
+        }, 
+        "id": "c3.xlarge", 
+        "name": "c3.xlarge", 
         "ram": 7680
-    },
+    }, 
     "c4.2xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.9 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1000 Mbps",
-            "ecu": "31",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c4.2xlarge",
-            "memory": "15 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.9 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1000 Mbps", 
+            "ecu": "31", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c4.2xlarge", 
+            "memory": "15 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "c4.2xlarge",
-        "name": "c4.2xlarge",
+        }, 
+        "id": "c4.2xlarge", 
+        "name": "c4.2xlarge", 
         "ram": 15360
-    },
+    }, 
     "c4.4xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.9 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "2000 Mbps",
-            "ecu": "62",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c4.4xlarge",
-            "memory": "30 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.9 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2000 Mbps", 
+            "ecu": "62", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c4.4xlarge", 
+            "memory": "30 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "c4.4xlarge",
-        "name": "c4.4xlarge",
+        }, 
+        "id": "c4.4xlarge", 
+        "name": "c4.4xlarge", 
         "ram": 30720
-    },
+    }, 
     "c4.8xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.9 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "4000 Mbps",
-            "ecu": "132",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c4.8xlarge",
-            "memory": "60 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.9 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "4000 Mbps", 
+            "ecu": "132", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c4.8xlarge", 
+            "memory": "60 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "36"
-        },
-        "id": "c4.8xlarge",
-        "name": "c4.8xlarge",
+        }, 
+        "id": "c4.8xlarge", 
+        "name": "c4.8xlarge", 
         "ram": 61440
-    },
+    }, 
     "c4.large": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.9 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "500 Mbps",
-            "ecu": "8",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c4.large",
-            "memory": "3.75 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.9 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "500 Mbps", 
+            "ecu": "8", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c4.large", 
+            "instancesku": "FGZHTUSVJ75M372Z", 
+            "memory": "3.75 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "c4.large",
-        "name": "c4.large",
+        }, 
+        "id": "c4.large", 
+        "name": "c4.large", 
         "ram": 3840
-    },
+    }, 
     "c4.xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.9 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "750 Mbps",
-            "ecu": "16",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c4.xlarge",
-            "memory": "7.5 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.9 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "750 Mbps", 
+            "ecu": "16", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c4.xlarge", 
+            "memory": "7.5 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "c4.xlarge",
-        "name": "c4.xlarge",
+        }, 
+        "id": "c4.xlarge", 
+        "name": "c4.xlarge", 
         "ram": 7680
-    },
+    }, 
     "c5.18xlarge": {
-        "bandwidth": 25,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "9000 Mbps",
-            "ecu": "281",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.18xlarge",
-            "memory": "144 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "144",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "9000 Mbps", 
+            "ecu": "281", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.18xlarge", 
+            "memory": "144 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "144", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "72"
-        },
-        "id": "c5.18xlarge",
-        "name": "c5.18xlarge",
+        }, 
+        "id": "c5.18xlarge", 
+        "name": "c5.18xlarge", 
         "ram": 147456
-    },
+    }, 
     "c5.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "34",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.2xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "34", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.2xlarge", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "c5.2xlarge",
-        "name": "c5.2xlarge",
+        }, 
+        "id": "c5.2xlarge", 
+        "name": "c5.2xlarge", 
         "ram": 16384
-    },
+    }, 
     "c5.4xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "68",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.4xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "68", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.4xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "c5.4xlarge",
-        "name": "c5.4xlarge",
+        }, 
+        "id": "c5.4xlarge", 
+        "name": "c5.4xlarge", 
         "ram": 32768
-    },
+    }, 
     "c5.9xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "4500 Mbps",
-            "ecu": "141",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.9xlarge",
-            "memory": "72 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "72",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "4500 Mbps", 
+            "ecu": "141", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.9xlarge", 
+            "memory": "72 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "72", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "36"
-        },
-        "id": "c5.9xlarge",
-        "name": "c5.9xlarge",
+        }, 
+        "id": "c5.9xlarge", 
+        "name": "c5.9xlarge", 
         "ram": 73728
-    },
+    }, 
     "c5.large": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "9",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.large",
-            "memory": "4 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "9", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.large", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "c5.large",
-        "name": "c5.large",
+        }, 
+        "id": "c5.large", 
+        "name": "c5.large", 
         "ram": 4096
-    },
+    }, 
     "c5.xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "17",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5.xlarge",
-            "memory": "8 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "17", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5.xlarge", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "c5.xlarge",
-        "name": "c5.xlarge",
+        }, 
+        "id": "c5.xlarge", 
+        "name": "c5.xlarge", 
         "ram": 8192
-    },
+    }, 
     "c5d.18xlarge": {
-        "bandwidth": 25,
-        "disk": 1800,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "9000 Mbps",
-            "ecu": "281",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.18xlarge",
-            "memory": "144 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "144",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 1800 NVMe SSD",
+        "bandwidth": 25, 
+        "disk": 1800, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "9000 Mbps", 
+            "ecu": "281", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.18xlarge", 
+            "instancesku": "5PWJR9PKKAYKZ8PR", 
+            "memory": "144 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "144", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
             "vcpu": "72"
-        },
-        "id": "c5d.18xlarge",
-        "name": "c5d.18xlarge",
+        }, 
+        "id": "c5d.18xlarge", 
+        "name": "c5d.18xlarge", 
         "ram": 147456
-    },
+    }, 
     "c5d.2xlarge": {
-        "bandwidth": 10,
-        "disk": 200,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "34",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.2xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 200 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 200, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "34", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.2xlarge", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 200 NVMe SSD", 
             "vcpu": "8"
-        },
-        "id": "c5d.2xlarge",
-        "name": "c5d.2xlarge",
+        }, 
+        "id": "c5d.2xlarge", 
+        "name": "c5d.2xlarge", 
         "ram": 16384
-    },
+    }, 
     "c5d.4xlarge": {
-        "bandwidth": 10,
-        "disk": 400,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "68",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.4xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 400 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 400, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "68", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.4xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 400 NVMe SSD", 
             "vcpu": "16"
-        },
-        "id": "c5d.4xlarge",
-        "name": "c5d.4xlarge",
+        }, 
+        "id": "c5d.4xlarge", 
+        "name": "c5d.4xlarge", 
         "ram": 32768
-    },
+    }, 
     "c5d.9xlarge": {
-        "bandwidth": 10,
-        "disk": 900,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "4500 Mbps",
-            "ecu": "141",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.9xlarge",
-            "memory": "72 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "72",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 900, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "4500 Mbps", 
+            "ecu": "141", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.9xlarge", 
+            "instancesku": "KC28NSDD4Z88YF2P", 
+            "memory": "72 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "72", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 900 NVMe SSD", 
             "vcpu": "36"
-        },
-        "id": "c5d.9xlarge",
-        "name": "c5d.9xlarge",
+        }, 
+        "id": "c5d.9xlarge", 
+        "name": "c5d.9xlarge", 
         "ram": 73728
-    },
+    }, 
     "c5d.large": {
-        "bandwidth": 10,
-        "disk": 50,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "9",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.large",
-            "memory": "4 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 50 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 50, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "9", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.large", 
+            "instancesku": "K6KREAUSFUQGNDTC", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 50 NVMe SSD", 
             "vcpu": "2"
-        },
-        "id": "c5d.large",
-        "name": "c5d.large",
+        }, 
+        "id": "c5d.large", 
+        "name": "c5d.large", 
         "ram": 4096
-    },
+    }, 
     "c5d.xlarge": {
-        "bandwidth": 10,
-        "disk": 100,
-        "extra": {
-            "clockSpeed": "3.0 Ghz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2250 Mbps",
-            "ecu": "17",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "c5d.xlarge",
-            "memory": "8 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8124M",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 100 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 100, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2250 Mbps", 
+            "ecu": "17", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5d.xlarge", 
+            "instancesku": "VS8TSPZNYUCNQRT7", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 100 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "c5d.xlarge",
-        "name": "c5d.xlarge",
+        }, 
+        "id": "c5d.xlarge", 
+        "name": "c5d.xlarge", 
         "ram": 8192
-    },
+    }, 
+    "c5n.18xlarge": {
+        "bandwidth": 100, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.18xlarge", 
+            "memory": "192 GiB", 
+            "networkPerformance": "100 Gigabit", 
+            "normalizationSizeFactor": "144", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "72"
+        }, 
+        "id": "c5n.18xlarge", 
+        "name": "c5n.18xlarge", 
+        "ram": 196608
+    }, 
+    "c5n.2xlarge": {
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.2xlarge", 
+            "instancesku": "QJ53MRNA2534USHD", 
+            "memory": "21 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "8"
+        }, 
+        "id": "c5n.2xlarge", 
+        "name": "c5n.2xlarge", 
+        "ram": 21504
+    }, 
+    "c5n.4xlarge": {
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.4xlarge", 
+            "instancesku": "42VQBD66PMGHMMQE", 
+            "memory": "42 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "16"
+        }, 
+        "id": "c5n.4xlarge", 
+        "name": "c5n.4xlarge", 
+        "ram": 43008
+    }, 
+    "c5n.9xlarge": {
+        "bandwidth": 50, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.9xlarge", 
+            "instancesku": "3KXARKANQ8NUSJJX", 
+            "memory": "96 GiB", 
+            "networkPerformance": "50 Gigabit", 
+            "normalizationSizeFactor": "72", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "36"
+        }, 
+        "id": "c5n.9xlarge", 
+        "name": "c5n.9xlarge", 
+        "ram": 98304
+    }, 
+    "c5n.large": {
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.large", 
+            "instancesku": "JXV4PJXFECSWGZGP", 
+            "memory": "5.25 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "c5n.large", 
+        "name": "c5n.large", 
+        "ram": 5376
+    }, 
+    "c5n.xlarge": {
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.0 Ghz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "c5n.xlarge", 
+            "memory": "10.5 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8124M", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "c5n.xlarge", 
+        "name": "c5n.xlarge", 
+        "ram": 10752
+    }, 
     "cc2.8xlarge": {
-        "bandwidth": 10,
-        "disk": 3360,
-        "extra": {
-            "clockSpeed": "2.6 GHz",
-            "currentGeneration": "No",
-            "ecu": "88",
-            "instanceFamily": "Compute optimized",
-            "instanceType": "cc2.8xlarge",
-            "memory": "60.5 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2670",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 840",
+        "bandwidth": 10, 
+        "disk": 3360, 
+        "extra": {
+            "clockSpeed": "2.6 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "88", 
+            "instanceFamily": "Compute optimized", 
+            "instanceType": "cc2.8xlarge", 
+            "memory": "60.5 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2670", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 840", 
             "vcpu": "32"
-        },
-        "id": "cc2.8xlarge",
-        "name": "cc2.8xlarge",
+        }, 
+        "id": "cc2.8xlarge", 
+        "name": "cc2.8xlarge", 
         "ram": 61952
-    },
+    }, 
     "cr1.8xlarge": {
-        "bandwidth": 10,
-        "disk": 240,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "88",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "cr1.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2670",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 120 SSD",
+        "bandwidth": 10, 
+        "disk": 240, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "88", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "cr1.8xlarge", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2670", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 120 SSD", 
             "vcpu": "32"
-        },
-        "id": "cr1.8xlarge",
-        "name": "cr1.8xlarge",
+        }, 
+        "id": "cr1.8xlarge", 
+        "name": "cr1.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "d2.2xlarge": {
-        "bandwidth": None,
-        "disk": 12000,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "28",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "d2.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "6 x 2000 HDD",
+        "bandwidth": None, 
+        "disk": 12000, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "28", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "d2.2xlarge", 
+            "instancesku": "Q7YTQVGEMJY7DE8H", 
+            "memory": "61 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "6 x 2000 HDD", 
             "vcpu": "8"
-        },
-        "id": "d2.2xlarge",
-        "name": "d2.2xlarge",
+        }, 
+        "id": "d2.2xlarge", 
+        "name": "d2.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "d2.4xlarge": {
-        "bandwidth": None,
-        "disk": 24000,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "56",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "d2.4xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "12 x 2000 HDD",
+        "bandwidth": None, 
+        "disk": 24000, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "56", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "d2.4xlarge", 
+            "instancesku": "AA35BMC46JPV9JZH", 
+            "memory": "122 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "12 x 2000 HDD", 
             "vcpu": "16"
-        },
-        "id": "d2.4xlarge",
-        "name": "d2.4xlarge",
+        }, 
+        "id": "d2.4xlarge", 
+        "name": "d2.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "d2.8xlarge": {
-        "bandwidth": 10,
-        "disk": 48000,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "116",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "d2.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "24 x 2000 HDD",
+        "bandwidth": 10, 
+        "disk": 48000, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "116", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "d2.8xlarge", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "24 x 2000 HDD", 
             "vcpu": "36"
-        },
-        "id": "d2.8xlarge",
-        "name": "d2.8xlarge",
+        }, 
+        "id": "d2.8xlarge", 
+        "name": "d2.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "d2.xlarge": {
-        "bandwidth": None,
-        "disk": 6000,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "14",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "d2.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "3 x 2000 HDD",
+        "bandwidth": None, 
+        "disk": 6000, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "14", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "d2.xlarge", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "3 x 2000 HDD", 
             "vcpu": "4"
-        },
-        "id": "d2.xlarge",
-        "name": "d2.xlarge",
+        }, 
+        "id": "d2.xlarge", 
+        "name": "d2.xlarge", 
         "ram": 31232
-    },
+    }, 
     "f1.16xlarge": {
-        "bandwidth": 20,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "188",
-            "instanceFamily": "FPGA Instances",
-            "instanceType": "f1.16xlarge",
-            "memory": "976 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "188", 
+            "instanceFamily": "FPGA Instances", 
+            "instanceType": "f1.16xlarge", 
+            "instancesku": "N33ZQZA4KPWGBA23", 
+            "memory": "976 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "f1.16xlarge",
-        "name": "f1.16xlarge",
+        }, 
+        "id": "f1.16xlarge", 
+        "name": "f1.16xlarge", 
         "ram": 999424
-    },
+    }, 
     "f1.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "26",
-            "instanceFamily": "FPGA Instances",
-            "instanceType": "f1.2xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "26", 
+            "instanceFamily": "FPGA Instances", 
+            "instanceType": "f1.2xlarge", 
+            "memory": "122 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "f1.2xlarge",
-        "name": "f1.2xlarge",
+        }, 
+        "id": "f1.2xlarge", 
+        "name": "f1.2xlarge", 
         "ram": 124928
-    },
+    }, 
     "f1.4xlarge": {
-        "bandwidth": 10,
-        "disk": 940,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "52",
-            "instanceFamily": "FPGA Instances",
-            "instanceType": "f1.4xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 940 GB",
+        "bandwidth": 10, 
+        "disk": 940, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "52", 
+            "instanceFamily": "FPGA Instances", 
+            "instanceType": "f1.4xlarge", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 940 GB", 
             "vcpu": "16"
-        },
-        "id": "f1.4xlarge",
-        "name": "f1.4xlarge",
+        }, 
+        "id": "f1.4xlarge", 
+        "name": "f1.4xlarge", 
         "ram": 249856
-    },
+    }, 
     "g2.2xlarge": {
-        "bandwidth": None,
-        "disk": 60,
-        "extra": {
-            "clockSpeed": "2.6 GHz",
-            "currentGeneration": "No",
-            "ecu": "26",
-            "gpu": "1",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g2.2xlarge",
-            "memory": "15 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 60 SSD",
+        "bandwidth": None, 
+        "disk": 60, 
+        "extra": {
+            "clockSpeed": "2.6 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "26", 
+            "gpu": "1", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g2.2xlarge", 
+            "instancesku": "TMSN8ZP7JNU4RWXK", 
+            "memory": "15 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 60 SSD", 
             "vcpu": "8"
-        },
-        "id": "g2.2xlarge",
-        "name": "g2.2xlarge",
+        }, 
+        "id": "g2.2xlarge", 
+        "name": "g2.2xlarge", 
         "ram": 15360
-    },
+    }, 
     "g2.8xlarge": {
-        "bandwidth": 10,
-        "disk": 240,
-        "extra": {
-            "clockSpeed": "2.6 GHz",
-            "currentGeneration": "No",
-            "ecu": "104",
-            "gpu": "4",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g2.8xlarge",
-            "memory": "60 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 120 SSD",
+        "bandwidth": 10, 
+        "disk": 240, 
+        "extra": {
+            "clockSpeed": "2.6 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "104", 
+            "gpu": "4", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g2.8xlarge", 
+            "memory": "60 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 120 SSD", 
             "vcpu": "32"
-        },
-        "id": "g2.8xlarge",
-        "name": "g2.8xlarge",
+        }, 
+        "id": "g2.8xlarge", 
+        "name": "g2.8xlarge", 
         "ram": 61440
-    },
+    }, 
     "g3.16xlarge": {
-        "bandwidth": 20,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "14000 Mbps",
-            "ecu": "188",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "4",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g3.16xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "488 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "188", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "4", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g3.16xlarge", 
+            "instancesku": "ZPKGTDJBVKMBZZ2S", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "488 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "g3.16xlarge",
-        "name": "g3.16xlarge",
+        }, 
+        "id": "g3.16xlarge", 
+        "name": "g3.16xlarge", 
         "ram": 499712
-    },
+    }, 
     "g3.4xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "3500 Mbps",
-            "ecu": "47",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "1",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g3.4xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "122 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "47", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "1", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g3.4xlarge", 
+            "instancesku": "KQP7KQ6FPHAH2DVK", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "122 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "g3.4xlarge",
-        "name": "g3.4xlarge",
+        }, 
+        "id": "g3.4xlarge", 
+        "name": "g3.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "g3.8xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "7000 Mbps",
-            "ecu": "94",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "2",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g3.8xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "94", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "2", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g3.8xlarge", 
+            "instancesku": "8M2K822NMB3CT72E", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "32"
-        },
-        "id": "g3.8xlarge",
-        "name": "g3.8xlarge",
+        }, 
+        "id": "g3.8xlarge", 
+        "name": "g3.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "g3s.xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "13",
-            "instanceFamily": "GPU instance",
-            "instanceType": "g3s.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "1",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "13", 
+            "gpu": "1", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "g3s.xlarge", 
+            "instancesku": "WZ4ZY3T8YN7DQQHW", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "1", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "g3s.xlarge",
-        "name": "g3s.xlarge",
+        }, 
+        "id": "g3s.xlarge", 
+        "name": "g3s.xlarge", 
         "ram": 31232
-    },
+    }, 
     "h1.16xlarge": {
-        "bandwidth": 25,
-        "disk": 16000,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "12000 Mbps",
-            "ecu": "188",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "h1.16xlarge",
-            "memory": "256 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "8 x 2000 HDD",
+        "bandwidth": 25, 
+        "disk": 16000, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "188", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "h1.16xlarge", 
+            "memory": "256 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "8 x 2000 HDD", 
             "vcpu": "64"
-        },
-        "id": "h1.16xlarge",
-        "name": "h1.16xlarge",
+        }, 
+        "id": "h1.16xlarge", 
+        "name": "h1.16xlarge", 
         "ram": 262144
-    },
+    }, 
     "h1.2xlarge": {
-        "bandwidth": 10,
-        "disk": 2000,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1600 Mbps",
-            "ecu": "26",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "h1.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 2000 HDD",
+        "bandwidth": 10, 
+        "disk": 2000, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1600 Mbps", 
+            "ecu": "26", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "h1.2xlarge", 
+            "instancesku": "YKBVAPVUTWQ6NSQT", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 2000 HDD", 
             "vcpu": "8"
-        },
-        "id": "h1.2xlarge",
-        "name": "h1.2xlarge",
+        }, 
+        "id": "h1.2xlarge", 
+        "name": "h1.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "h1.4xlarge": {
-        "bandwidth": 10,
-        "disk": 4000,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "3000 Mbps",
-            "ecu": "53.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "h1.4xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 2000 HDD",
+        "bandwidth": 10, 
+        "disk": 4000, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3000 Mbps", 
+            "ecu": "53.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "h1.4xlarge", 
+            "instancesku": "79MWSAPH4A8Q5ZSC", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 2000 HDD", 
             "vcpu": "16"
-        },
-        "id": "h1.4xlarge",
-        "name": "h1.4xlarge",
+        }, 
+        "id": "h1.4xlarge", 
+        "name": "h1.4xlarge", 
         "ram": 65536
-    },
+    }, 
     "h1.8xlarge": {
-        "bandwidth": 10,
-        "disk": 8000,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "6000 Mbps",
-            "ecu": "99",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "h1.8xlarge",
-            "memory": "128 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 2000 HDD",
+        "bandwidth": 10, 
+        "disk": 8000, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "6000 Mbps", 
+            "ecu": "99", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "h1.8xlarge", 
+            "instancesku": "PYJN2VVPC6J56YFH", 
+            "memory": "128 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 2000 HDD", 
             "vcpu": "32"
-        },
-        "id": "h1.8xlarge",
-        "name": "h1.8xlarge",
+        }, 
+        "id": "h1.8xlarge", 
+        "name": "h1.8xlarge", 
         "ram": 131072
-    },
+    }, 
     "hs1.8xlarge": {
-        "bandwidth": 10,
-        "disk": 48000,
-        "extra": {
-            "clockSpeed": "2 GHz",
-            "currentGeneration": "No",
-            "ecu": "35",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "hs1.8xlarge",
-            "memory": "117 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2650",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "24 x 2000",
+        "bandwidth": 10, 
+        "disk": 48000, 
+        "extra": {
+            "clockSpeed": "2 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "35", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "hs1.8xlarge", 
+            "memory": "117 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2650", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "24 x 2000", 
             "vcpu": "17"
-        },
-        "id": "hs1.8xlarge",
-        "name": "hs1.8xlarge",
+        }, 
+        "id": "hs1.8xlarge", 
+        "name": "hs1.8xlarge", 
         "ram": 119808
-    },
+    }, 
     "i2.2xlarge": {
-        "bandwidth": None,
-        "disk": 1600,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "27",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i2.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 800 SSD",
+        "bandwidth": None, 
+        "disk": 1600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "27", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i2.2xlarge", 
+            "instancesku": "NTXP2Y3CX39MWJAV", 
+            "memory": "61 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 800 SSD", 
             "vcpu": "8"
-        },
-        "id": "i2.2xlarge",
-        "name": "i2.2xlarge",
+        }, 
+        "id": "i2.2xlarge", 
+        "name": "i2.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "i2.4xlarge": {
-        "bandwidth": None,
-        "disk": 3200,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "53",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i2.4xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 800 SSD",
+        "bandwidth": None, 
+        "disk": 3200, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "53", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i2.4xlarge", 
+            "memory": "122 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 800 SSD", 
             "vcpu": "16"
-        },
-        "id": "i2.4xlarge",
-        "name": "i2.4xlarge",
+        }, 
+        "id": "i2.4xlarge", 
+        "name": "i2.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "i2.8xlarge": {
-        "bandwidth": 10,
-        "disk": 6400,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "104",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i2.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "8 x 800 SSD",
+        "bandwidth": 10, 
+        "disk": 6400, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "104", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i2.8xlarge", 
+            "instancesku": "6G5SJM25S6KMSTPW", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "8 x 800 SSD", 
             "vcpu": "32"
-        },
-        "id": "i2.8xlarge",
-        "name": "i2.8xlarge",
+        }, 
+        "id": "i2.8xlarge", 
+        "name": "i2.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "i2.xlarge": {
-        "bandwidth": None,
-        "disk": 800,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "14",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i2.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 800 SSD",
+        "bandwidth": None, 
+        "disk": 800, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "14", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i2.xlarge", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 800 SSD", 
             "vcpu": "4"
-        },
-        "id": "i2.xlarge",
-        "name": "i2.xlarge",
+        }, 
+        "id": "i2.xlarge", 
+        "name": "i2.xlarge", 
         "ram": 31232
-    },
+    }, 
     "i3.16xlarge": {
-        "bandwidth": 20,
-        "disk": 15200,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "14000 Mbps",
-            "ecu": "200",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.16xlarge",
-            "memory": "488 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "8 x 1900 NVMe SSD",
+        "bandwidth": 20, 
+        "disk": 15200, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "200", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.16xlarge", 
+            "memory": "488 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "8 x 1900 NVMe SSD", 
             "vcpu": "64"
-        },
-        "id": "i3.16xlarge",
-        "name": "i3.16xlarge",
+        }, 
+        "id": "i3.16xlarge", 
+        "name": "i3.16xlarge", 
         "ram": 499712
-    },
+    }, 
     "i3.2xlarge": {
-        "bandwidth": 10,
-        "disk": 1900,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1750 Mbps",
-            "ecu": "27",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 1900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 1900, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1750 Mbps", 
+            "ecu": "27", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.2xlarge", 
+            "instancesku": "DZSMNJRHTWMBC7BD", 
+            "memory": "61 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 1900 NVMe SSD", 
             "vcpu": "8"
-        },
-        "id": "i3.2xlarge",
-        "name": "i3.2xlarge",
+        }, 
+        "id": "i3.2xlarge", 
+        "name": "i3.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "i3.4xlarge": {
-        "bandwidth": 10,
-        "disk": 3800,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "3500 Mbps",
-            "ecu": "53",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.4xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 1900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 3800, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "53", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.4xlarge", 
+            "instancesku": "UXX64BVQZGDDAYH4", 
+            "memory": "122 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 1900 NVMe SSD", 
             "vcpu": "16"
-        },
-        "id": "i3.4xlarge",
-        "name": "i3.4xlarge",
+        }, 
+        "id": "i3.4xlarge", 
+        "name": "i3.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "i3.8xlarge": {
-        "bandwidth": 10,
-        "disk": 7600,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "7000 Mbps",
-            "ecu": "99",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 1900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 7600, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "99", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.8xlarge", 
+            "instancesku": "QYM6MFKVAX2HVNZ7", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 1900 NVMe SSD", 
             "vcpu": "32"
-        },
-        "id": "i3.8xlarge",
-        "name": "i3.8xlarge",
+        }, 
+        "id": "i3.8xlarge", 
+        "name": "i3.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "i3.large": {
-        "bandwidth": 10,
-        "disk": 475,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "425 Mbps",
-            "ecu": "7",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.large",
-            "memory": "15.25 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 475 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 475, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "425 Mbps", 
+            "ecu": "7", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.large", 
+            "instancesku": "7AJJ9AVBD4XPHVGG", 
+            "memory": "15.25 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 475 NVMe SSD", 
             "vcpu": "2"
-        },
-        "id": "i3.large",
-        "name": "i3.large",
+        }, 
+        "id": "i3.large", 
+        "name": "i3.large", 
         "ram": 15616
-    },
+    }, 
     "i3.xlarge": {
-        "bandwidth": 10,
-        "disk": 950,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "850 Mbps",
-            "ecu": "13",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Storage optimized",
-            "instanceType": "i3.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 950 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 950, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "850 Mbps", 
+            "ecu": "13", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3.xlarge", 
+            "instancesku": "RC4WEGPKU9M6BMP7", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 950 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "i3.xlarge",
-        "name": "i3.xlarge",
+        }, 
+        "id": "i3.xlarge", 
+        "name": "i3.xlarge", 
         "ram": 31232
-    },
+    }, 
+    "i3en.12xlarge": {
+        "bandwidth": 50, 
+        "disk": 30000, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.12xlarge", 
+            "instancesku": "B9Q6T22CA2TDBU47", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "384 GiB", 
+            "networkPerformance": "50 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 7500 NVMe SSD", 
+            "vcpu": "48"
+        }, 
+        "id": "i3en.12xlarge", 
+        "name": "i3en.12xlarge", 
+        "ram": 393216
+    }, 
+    "i3en.24xlarge": {
+        "bandwidth": 100, 
+        "disk": 60000, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.24xlarge", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "768 GiB", 
+            "networkPerformance": "100 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "8 x 7500 NVMe SSD", 
+            "vcpu": "96"
+        }, 
+        "id": "i3en.24xlarge", 
+        "name": "i3en.24xlarge", 
+        "ram": 786432
+    }, 
+    "i3en.2xlarge": {
+        "bandwidth": 25, 
+        "disk": 5000, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.2xlarge", 
+            "instancesku": "NT7Y6ADHV983YNV7", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 2500 NVMe SSD", 
+            "vcpu": "8"
+        }, 
+        "id": "i3en.2xlarge", 
+        "name": "i3en.2xlarge", 
+        "ram": 65536
+    }, 
+    "i3en.3xlarge": {
+        "bandwidth": 25, 
+        "disk": 7500, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.3xlarge", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "96 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "24", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 7500 NVMe SSD", 
+            "vcpu": "12"
+        }, 
+        "id": "i3en.3xlarge", 
+        "name": "i3en.3xlarge", 
+        "ram": 98304
+    }, 
+    "i3en.6xlarge": {
+        "bandwidth": 25, 
+        "disk": 15000, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.6xlarge", 
+            "instancesku": "D8HUQ8M6VM587DP4", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "192 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "48", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 7500 NVMe SSD", 
+            "vcpu": "24"
+        }, 
+        "id": "i3en.6xlarge", 
+        "name": "i3en.6xlarge", 
+        "ram": 196608
+    }, 
+    "i3en.large": {
+        "bandwidth": 25, 
+        "disk": 1250, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.large", 
+            "instancesku": "GHV6DKGWTE5JJKSU", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 1250 NVMe SSD", 
+            "vcpu": "2"
+        }, 
+        "id": "i3en.large", 
+        "name": "i3en.large", 
+        "ram": 16384
+    }, 
+    "i3en.xlarge": {
+        "bandwidth": 25, 
+        "disk": 2500, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Up to 3500 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Storage optimized", 
+            "instanceType": "i3en.xlarge", 
+            "instancesku": "WPFEXAJ5SY5J52CA", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 25 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 2500 NVMe SSD", 
+            "vcpu": "4"
+        }, 
+        "id": "i3en.xlarge", 
+        "name": "i3en.xlarge", 
+        "ram": 32768
+    }, 
     "m1.large": {
-        "bandwidth": None,
-        "disk": 840,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "4",
-            "instanceFamily": "General purpose",
-            "instanceType": "m1.large",
-            "memory": "7.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 420",
+        "bandwidth": None, 
+        "disk": 840, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "4", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m1.large", 
+            "memory": "7.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 420", 
             "vcpu": "2"
-        },
-        "id": "m1.large",
-        "name": "m1.large",
+        }, 
+        "id": "m1.large", 
+        "name": "m1.large", 
         "ram": 7680
-    },
+    }, 
     "m1.medium": {
-        "bandwidth": None,
-        "disk": 410,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "2",
-            "instanceFamily": "General purpose",
-            "instanceType": "m1.medium",
-            "memory": "3.75 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "2",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 410",
+        "bandwidth": None, 
+        "disk": 410, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "2", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m1.medium", 
+            "memory": "3.75 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 410", 
             "vcpu": "1"
-        },
-        "id": "m1.medium",
-        "name": "m1.medium",
+        }, 
+        "id": "m1.medium", 
+        "name": "m1.medium", 
         "ram": 3840
-    },
+    }, 
     "m1.small": {
-        "bandwidth": None,
-        "disk": 160,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "1",
-            "instanceFamily": "General purpose",
-            "instanceType": "m1.small",
-            "memory": "1.7 GiB",
-            "networkPerformance": "Low",
-            "normalizationSizeFactor": "1",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 160",
+        "bandwidth": None, 
+        "disk": 160, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "1", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m1.small", 
+            "memory": "1.7 GiB", 
+            "networkPerformance": "Low", 
+            "normalizationSizeFactor": "1", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 160", 
             "vcpu": "1"
-        },
-        "id": "m1.small",
-        "name": "m1.small",
+        }, 
+        "id": "m1.small", 
+        "name": "m1.small", 
         "ram": 1740
-    },
+    }, 
     "m1.xlarge": {
-        "bandwidth": None,
-        "disk": 1680,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "8",
-            "instanceFamily": "General purpose",
-            "instanceType": "m1.xlarge",
-            "memory": "15 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 420",
+        "bandwidth": None, 
+        "disk": 1680, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "8", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m1.xlarge", 
+            "memory": "15 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 420", 
             "vcpu": "4"
-        },
-        "id": "m1.xlarge",
-        "name": "m1.xlarge",
+        }, 
+        "id": "m1.xlarge", 
+        "name": "m1.xlarge", 
         "ram": 15360
-    },
+    }, 
     "m2.2xlarge": {
-        "bandwidth": None,
-        "disk": 850,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "13",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "m2.2xlarge",
-            "memory": "34.2 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 850",
+        "bandwidth": None, 
+        "disk": 850, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "13", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "m2.2xlarge", 
+            "memory": "34.2 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 850", 
             "vcpu": "4"
-        },
-        "id": "m2.2xlarge",
-        "name": "m2.2xlarge",
+        }, 
+        "id": "m2.2xlarge", 
+        "name": "m2.2xlarge", 
         "ram": 35020
-    },
+    }, 
     "m2.4xlarge": {
-        "bandwidth": None,
-        "disk": 1680,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "26",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "m2.4xlarge",
-            "memory": "68.4 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 840",
+        "bandwidth": None, 
+        "disk": 1680, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "26", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "m2.4xlarge", 
+            "memory": "68.4 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 840", 
             "vcpu": "8"
-        },
-        "id": "m2.4xlarge",
-        "name": "m2.4xlarge",
+        }, 
+        "id": "m2.4xlarge", 
+        "name": "m2.4xlarge", 
         "ram": 70041
-    },
+    }, 
     "m2.xlarge": {
-        "bandwidth": None,
-        "disk": 420,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "6.5",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "m2.xlarge",
-            "memory": "17.1 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 420",
+        "bandwidth": None, 
+        "disk": 420, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "6.5", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "m2.xlarge", 
+            "memory": "17.1 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 420", 
             "vcpu": "2"
-        },
-        "id": "m2.xlarge",
-        "name": "m2.xlarge",
+        }, 
+        "id": "m2.xlarge", 
+        "name": "m2.xlarge", 
         "ram": 17510
-    },
+    }, 
     "m3.2xlarge": {
-        "bandwidth": None,
-        "disk": 160,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "26",
-            "instanceFamily": "General purpose",
-            "instanceType": "m3.2xlarge",
-            "memory": "30 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 80 SSD",
+        "bandwidth": None, 
+        "disk": 160, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "26", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m3.2xlarge", 
+            "instancesku": "R2V4SKFBHDH2BF3C", 
+            "memory": "30 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 80 SSD", 
             "vcpu": "8"
-        },
-        "id": "m3.2xlarge",
-        "name": "m3.2xlarge",
+        }, 
+        "id": "m3.2xlarge", 
+        "name": "m3.2xlarge", 
         "ram": 30720
-    },
+    }, 
     "m3.large": {
-        "bandwidth": None,
-        "disk": 32,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "6.5",
-            "instanceFamily": "General purpose",
-            "instanceType": "m3.large",
-            "memory": "7.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 32 SSD",
+        "bandwidth": None, 
+        "disk": 32, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "6.5", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m3.large", 
+            "instancesku": "MR93AVQ89MJPN57Y", 
+            "memory": "7.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 32 SSD", 
             "vcpu": "2"
-        },
-        "id": "m3.large",
-        "name": "m3.large",
+        }, 
+        "id": "m3.large", 
+        "name": "m3.large", 
         "ram": 7680
-    },
+    }, 
     "m3.medium": {
-        "bandwidth": None,
-        "disk": 4,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "3",
-            "instanceFamily": "General purpose",
-            "instanceType": "m3.medium",
-            "memory": "3.75 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "2",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 4 SSD",
+        "bandwidth": None, 
+        "disk": 4, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "3", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m3.medium", 
+            "memory": "3.75 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 4 SSD", 
             "vcpu": "1"
-        },
-        "id": "m3.medium",
-        "name": "m3.medium",
+        }, 
+        "id": "m3.medium", 
+        "name": "m3.medium", 
         "ram": 3840
-    },
+    }, 
     "m3.xlarge": {
-        "bandwidth": None,
-        "disk": 80,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "13",
-            "instanceFamily": "General purpose",
-            "instanceType": "m3.xlarge",
-            "memory": "15 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 40 SSD",
+        "bandwidth": None, 
+        "disk": 80, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "13", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m3.xlarge", 
+            "instancesku": "E52DKTSVTZD93NXP", 
+            "memory": "15 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 40 SSD", 
             "vcpu": "4"
-        },
-        "id": "m3.xlarge",
-        "name": "m3.xlarge",
+        }, 
+        "id": "m3.xlarge", 
+        "name": "m3.xlarge", 
         "ram": 15360
-    },
+    }, 
     "m4.10xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "4000 Mbps",
-            "ecu": "124.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.10xlarge",
-            "memory": "160 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "80",
-            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "4000 Mbps", 
+            "ecu": "124.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.10xlarge", 
+            "memory": "160 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "80", 
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "40"
-        },
-        "id": "m4.10xlarge",
-        "name": "m4.10xlarge",
+        }, 
+        "id": "m4.10xlarge", 
+        "name": "m4.10xlarge", 
         "ram": 163840
-    },
+    }, 
     "m4.16xlarge": {
-        "bandwidth": 20,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "10000 Mbps",
-            "ecu": "188",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.16xlarge",
-            "memory": "256 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "10000 Mbps", 
+            "ecu": "188", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.16xlarge", 
+            "instancesku": "AGJNN7CSV8CV2DVT", 
+            "memory": "256 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "m4.16xlarge",
-        "name": "m4.16xlarge",
+        }, 
+        "id": "m4.16xlarge", 
+        "name": "m4.16xlarge", 
         "ram": 262144
-    },
+    }, 
     "m4.2xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1000 Mbps",
-            "ecu": "26",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1000 Mbps", 
+            "ecu": "26", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.2xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "m4.2xlarge",
-        "name": "m4.2xlarge",
+        }, 
+        "id": "m4.2xlarge", 
+        "name": "m4.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "m4.4xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "2000 Mbps",
-            "ecu": "53.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.4xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2000 Mbps", 
+            "ecu": "53.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.4xlarge", 
+            "instancesku": "5ES8X7PS795W6ZD4", 
+            "memory": "64 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "m4.4xlarge",
-        "name": "m4.4xlarge",
+        }, 
+        "id": "m4.4xlarge", 
+        "name": "m4.4xlarge", 
         "ram": 65536
-    },
+    }, 
     "m4.large": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.4 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "450 Mbps",
-            "ecu": "6.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.large",
-            "memory": "8 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.4 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "450 Mbps", 
+            "ecu": "6.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.large", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "m4.large",
-        "name": "m4.large",
+        }, 
+        "id": "m4.large", 
+        "name": "m4.large", 
         "ram": 8192
-    },
+    }, 
     "m4.xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.4  GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "750 Mbps",
-            "ecu": "13",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m4.xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.4  GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "750 Mbps", 
+            "ecu": "13", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m4.xlarge", 
+            "instancesku": "YF9T25W9A2EEMCN9", 
+            "memory": "16 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "m4.xlarge",
-        "name": "m4.xlarge",
+        }, 
+        "id": "m4.xlarge", 
+        "name": "m4.xlarge", 
         "ram": 16384
-    },
+    }, 
     "m5.12xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "6000 Mbps",
-            "ecu": "173",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.12xlarge",
-            "memory": "192 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "96",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "6000 Mbps", 
+            "ecu": "173", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.12xlarge", 
+            "memory": "192 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "48"
-        },
-        "id": "m5.12xlarge",
-        "name": "m5.12xlarge",
+        }, 
+        "id": "m5.12xlarge", 
+        "name": "m5.12xlarge", 
         "ram": 196608
-    },
+    }, 
     "m5.24xlarge": {
-        "bandwidth": 25,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "12000 Mbps",
-            "ecu": "345",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.24xlarge",
-            "memory": "384 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "192",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "345", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.24xlarge", 
+            "instancesku": "P4KSJG44UZK55VM6", 
+            "memory": "384 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "96"
-        },
-        "id": "m5.24xlarge",
-        "name": "m5.24xlarge",
+        }, 
+        "id": "m5.24xlarge", 
+        "name": "m5.24xlarge", 
         "ram": 393216
-    },
+    }, 
     "m5.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "31",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "31", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.2xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "m5.2xlarge",
-        "name": "m5.2xlarge",
+        }, 
+        "id": "m5.2xlarge", 
+        "name": "m5.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "m5.4xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "2120 Mbps",
-            "ecu": "60",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.4xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2120 Mbps", 
+            "ecu": "60", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.4xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "m5.4xlarge",
-        "name": "m5.4xlarge",
+        }, 
+        "id": "m5.4xlarge", 
+        "name": "m5.4xlarge", 
         "ram": 65536
-    },
+    }, 
     "m5.large": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "8",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.large",
-            "memory": "8 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "8", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.large", 
+            "instancesku": "EFB98K3UPBPJGD6V", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "m5.large",
-        "name": "m5.large",
+        }, 
+        "id": "m5.large", 
+        "name": "m5.large", 
         "ram": 8192
-    },
+    }, 
+    "m5.metal": {
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "345", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.metal", 
+            "instancesku": "9ZZ25MJBTUJUY7TG", 
+            "memory": "384 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "96"
+        }, 
+        "id": "m5.metal", 
+        "name": "m5.metal", 
+        "ram": 393216
+    }, 
     "m5.xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "16",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5.xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "16", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5.xlarge", 
+            "instancesku": "FBB7QJC2DGBX5ZQN", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "m5.xlarge", 
+        "name": "m5.xlarge", 
+        "ram": 16384
+    }, 
+    "m5a.12xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "5000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.12xlarge", 
+            "instancesku": "8VCUP5B3FSF4Q5QF", 
+            "memory": "192 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "48"
+        }, 
+        "id": "m5a.12xlarge", 
+        "name": "m5a.12xlarge", 
+        "ram": 196608
+    }, 
+    "m5a.24xlarge": {
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "10000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.24xlarge", 
+            "instancesku": "M2ZWK585HQ4TMYTV", 
+            "memory": "384 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "96"
+        }, 
+        "id": "m5a.24xlarge", 
+        "name": "m5a.24xlarge", 
+        "ram": 393216
+    }, 
+    "m5a.2xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.2xlarge", 
+            "instancesku": "KZHFGFNWPRJTX7ZT", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "8"
+        }, 
+        "id": "m5a.2xlarge", 
+        "name": "m5a.2xlarge", 
+        "ram": 32768
+    }, 
+    "m5a.4xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.4xlarge", 
+            "instancesku": "QPRXRBCZEA2Y8MHR", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "16"
+        }, 
+        "id": "m5a.4xlarge", 
+        "name": "m5a.4xlarge", 
+        "ram": 65536
+    }, 
+    "m5a.large": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.large", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "m5a.large", 
+        "name": "m5a.large", 
+        "ram": 8192
+    }, 
+    "m5a.xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5a.xlarge", 
+            "instancesku": "M9CQ62ACEAGYAAXG", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "m5a.xlarge", 
+        "name": "m5a.xlarge", 
+        "ram": 16384
+    }, 
+    "m5ad.12xlarge": {
+        "bandwidth": 10, 
+        "disk": 1800, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "5000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.12xlarge", 
+            "memory": "192 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
+            "vcpu": "48"
+        }, 
+        "id": "m5ad.12xlarge", 
+        "name": "m5ad.12xlarge", 
+        "ram": 196608
+    }, 
+    "m5ad.24xlarge": {
+        "bandwidth": 20, 
+        "disk": 3600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "10000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.24xlarge", 
+            "memory": "384 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 900 NVMe SSD", 
+            "vcpu": "96"
+        }, 
+        "id": "m5ad.24xlarge", 
+        "name": "m5ad.24xlarge", 
+        "ram": 393216
+    }, 
+    "m5ad.2xlarge": {
+        "bandwidth": 10, 
+        "disk": 300, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.2xlarge", 
+            "instancesku": "TKUSAWKQ4TZ3SG7Z", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 300 NVMe SSD", 
+            "vcpu": "8"
+        }, 
+        "id": "m5ad.2xlarge", 
+        "name": "m5ad.2xlarge", 
+        "ram": 32768
+    }, 
+    "m5ad.4xlarge": {
+        "bandwidth": 10, 
+        "disk": 600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.4xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 300 NVMe SSD", 
+            "vcpu": "16"
+        }, 
+        "id": "m5ad.4xlarge", 
+        "name": "m5ad.4xlarge", 
+        "ram": 65536
+    }, 
+    "m5ad.large": {
+        "bandwidth": 10, 
+        "disk": 75, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.large", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 75 NVMe SSD", 
+            "vcpu": "2"
+        }, 
+        "id": "m5ad.large", 
+        "name": "m5ad.large", 
+        "ram": 8192
+    }, 
+    "m5ad.xlarge": {
+        "bandwidth": 10, 
+        "disk": 150, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5ad.xlarge", 
+            "instancesku": "7ZFGKJH2SKTXNXUS", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 150 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "m5.xlarge",
-        "name": "m5.xlarge",
+        }, 
+        "id": "m5ad.xlarge", 
+        "name": "m5ad.xlarge", 
         "ram": 16384
-    },
+    }, 
     "m5d.12xlarge": {
-        "bandwidth": 10,
-        "disk": 1800,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "6000 Mbps",
-            "ecu": "173",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.12xlarge",
-            "memory": "192 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "96",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 1800, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "6000 Mbps", 
+            "ecu": "173", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.12xlarge", 
+            "memory": "192 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
             "vcpu": "48"
-        },
-        "id": "m5d.12xlarge",
-        "name": "m5d.12xlarge",
+        }, 
+        "id": "m5d.12xlarge", 
+        "name": "m5d.12xlarge", 
         "ram": 196608
-    },
+    }, 
     "m5d.24xlarge": {
-        "bandwidth": 25,
-        "disk": 3600,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "12000 Mbps",
-            "ecu": "345",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.24xlarge",
-            "memory": "384 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "192",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 900 NVMe SSD",
+        "bandwidth": 25, 
+        "disk": 3600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "345", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.24xlarge", 
+            "instancesku": "9ERRSE5V72NDRMUY", 
+            "memory": "384 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 900 NVMe SSD", 
             "vcpu": "96"
-        },
-        "id": "m5d.24xlarge",
-        "name": "m5d.24xlarge",
+        }, 
+        "id": "m5d.24xlarge", 
+        "name": "m5d.24xlarge", 
         "ram": 393216
-    },
+    }, 
     "m5d.2xlarge": {
-        "bandwidth": 10,
-        "disk": 300,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "31",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 300 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 300, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "31", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.2xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 300 NVMe SSD", 
             "vcpu": "8"
-        },
-        "id": "m5d.2xlarge",
-        "name": "m5d.2xlarge",
+        }, 
+        "id": "m5d.2xlarge", 
+        "name": "m5d.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "m5d.4xlarge": {
-        "bandwidth": 10,
-        "disk": 600,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "2120 Mbps",
-            "ecu": "60",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.4xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 300 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "2120 Mbps", 
+            "ecu": "60", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.4xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 300 NVMe SSD", 
             "vcpu": "16"
-        },
-        "id": "m5d.4xlarge",
-        "name": "m5d.4xlarge",
+        }, 
+        "id": "m5d.4xlarge", 
+        "name": "m5d.4xlarge", 
         "ram": 65536
-    },
+    }, 
     "m5d.large": {
-        "bandwidth": 10,
-        "disk": 75,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "8",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.large",
-            "memory": "8 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 75 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 75, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "8", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.large", 
+            "instancesku": "J7D3USASW8PJQZ8Y", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 75 NVMe SSD", 
             "vcpu": "2"
-        },
-        "id": "m5d.large",
-        "name": "m5d.large",
+        }, 
+        "id": "m5d.large", 
+        "name": "m5d.large", 
         "ram": 8192
-    },
+    }, 
+    "m5d.metal": {
+        "bandwidth": 25, 
+        "disk": 3600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "345", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.metal", 
+            "instancesku": "J8SWUH8ESMKRCSUM", 
+            "memory": "384 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 900 NVMe SSD", 
+            "vcpu": "96"
+        }, 
+        "id": "m5d.metal", 
+        "name": "m5d.metal", 
+        "ram": 393216
+    }, 
     "m5d.xlarge": {
-        "bandwidth": 10,
-        "disk": 150,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "Upto 2120 Mbps",
-            "ecu": "16",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "General purpose",
-            "instanceType": "m5d.xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 150 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 150, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "16", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "m5d.xlarge", 
+            "instancesku": "7D7GHDJPW28VS9Q6", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 150 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "m5d.xlarge",
-        "name": "m5d.xlarge",
+        }, 
+        "id": "m5d.xlarge", 
+        "name": "m5d.xlarge", 
         "ram": 16384
-    },
+    }, 
     "p2.16xlarge": {
-        "bandwidth": 20,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "188",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "16",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p2.16xlarge",
-            "memory": "768 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "188", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "16", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p2.16xlarge", 
+            "instancesku": "7FGRMFV3KNY2RJHZ", 
+            "memory": "768 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "p2.16xlarge",
-        "name": "p2.16xlarge",
+        }, 
+        "id": "p2.16xlarge", 
+        "name": "p2.16xlarge", 
         "ram": 786432
-    },
+    }, 
     "p2.8xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "94",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "8",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p2.8xlarge",
-            "memory": "488 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "94", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "8", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p2.8xlarge", 
+            "memory": "488 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "32"
-        },
-        "id": "p2.8xlarge",
-        "name": "p2.8xlarge",
+        }, 
+        "id": "p2.8xlarge", 
+        "name": "p2.8xlarge", 
         "ram": 499712
-    },
+    }, 
     "p2.xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "12",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "1",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p2.xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "12", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "1", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p2.xlarge", 
+            "memory": "61 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "p2.xlarge",
-        "name": "p2.xlarge",
+        }, 
+        "id": "p2.xlarge", 
+        "name": "p2.xlarge", 
         "ram": 62464
-    },
+    }, 
     "p3.16xlarge": {
-        "bandwidth": 25,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "14000 Mbps",
-            "ecu": "188",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "8",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p3.16xlarge",
-            "memory": "488 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "188", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "8", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p3.16xlarge", 
+            "memory": "488 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "p3.16xlarge",
-        "name": "p3.16xlarge",
+        }, 
+        "id": "p3.16xlarge", 
+        "name": "p3.16xlarge", 
         "ram": 499712
-    },
+    }, 
     "p3.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1750 Mbps",
-            "ecu": "26",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "1",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p3.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1750 Mbps", 
+            "ecu": "26", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "1", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p3.2xlarge", 
+            "instancesku": "BUEPRDN9GYBNSP3F", 
+            "memory": "61 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "p3.2xlarge",
-        "name": "p3.2xlarge",
+        }, 
+        "id": "p3.2xlarge", 
+        "name": "p3.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "p3.8xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "7000 Mbps",
-            "ecu": "94",
-            "enhancedNetworkingSupported": "Yes",
-            "gpu": "4",
-            "instanceFamily": "GPU instance",
-            "instanceType": "p3.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "94", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "4", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p3.8xlarge", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "32"
-        },
-        "id": "p3.8xlarge",
-        "name": "p3.8xlarge",
+        }, 
+        "id": "p3.8xlarge", 
+        "name": "p3.8xlarge", 
         "ram": 249856
-    },
+    }, 
+    "p3dn.24xlarge": {
+        "bandwidth": 100, 
+        "disk": 1800, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "345", 
+            "enhancedNetworkingSupported": "Yes", 
+            "gpu": "8", 
+            "instanceFamily": "GPU instance", 
+            "instanceType": "p3dn.24xlarge", 
+            "memory": "768 GiB", 
+            "networkPerformance": "100 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175 (Skylake)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
+            "vcpu": "96"
+        }, 
+        "id": "p3dn.24xlarge", 
+        "name": "p3dn.24xlarge", 
+        "ram": 786432
+    }, 
     "r3.2xlarge": {
-        "bandwidth": None,
-        "disk": 160,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "26",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r3.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 160 SSD",
+        "bandwidth": None, 
+        "disk": 160, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "26", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r3.2xlarge", 
+            "instancesku": "FKVQMHZMQTMP3EKD", 
+            "memory": "61 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 160 SSD", 
             "vcpu": "8"
-        },
-        "id": "r3.2xlarge",
-        "name": "r3.2xlarge",
+        }, 
+        "id": "r3.2xlarge", 
+        "name": "r3.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "r3.4xlarge": {
-        "bandwidth": None,
-        "disk": 320,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "52",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r3.4xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 320 SSD",
+        "bandwidth": None, 
+        "disk": 320, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "52", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r3.4xlarge", 
+            "instancesku": "WY9KT4BR4KDNH5ZC", 
+            "memory": "122 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 320 SSD", 
             "vcpu": "16"
-        },
-        "id": "r3.4xlarge",
-        "name": "r3.4xlarge",
+        }, 
+        "id": "r3.4xlarge", 
+        "name": "r3.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "r3.8xlarge": {
-        "bandwidth": 10,
-        "disk": 640,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "104",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r3.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 320 SSD",
+        "bandwidth": 10, 
+        "disk": 640, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "104", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r3.8xlarge", 
+            "instancesku": "MCYRT2N26H5JSH9Y", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 320 SSD", 
             "vcpu": "32"
-        },
-        "id": "r3.8xlarge",
-        "name": "r3.8xlarge",
+        }, 
+        "id": "r3.8xlarge", 
+        "name": "r3.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "r3.large": {
-        "bandwidth": None,
-        "disk": 32,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "6.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r3.large",
-            "memory": "15.25 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 32 SSD",
+        "bandwidth": None, 
+        "disk": 32, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "6.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r3.large", 
+            "memory": "15.25 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 32 SSD", 
             "vcpu": "2"
-        },
-        "id": "r3.large",
-        "name": "r3.large",
+        }, 
+        "id": "r3.large", 
+        "name": "r3.large", 
         "ram": 15616
-    },
+    }, 
     "r3.xlarge": {
-        "bandwidth": None,
-        "disk": 80,
-        "extra": {
-            "clockSpeed": "2.5 GHz",
-            "currentGeneration": "No",
-            "ecu": "13",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r3.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 80 SSD",
+        "bandwidth": None, 
+        "disk": 80, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "No", 
+            "ecu": "13", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r3.xlarge", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 80 SSD", 
             "vcpu": "4"
-        },
-        "id": "r3.xlarge",
-        "name": "r3.xlarge",
+        }, 
+        "id": "r3.xlarge", 
+        "name": "r3.xlarge", 
         "ram": 31232
-    },
+    }, 
     "r4.16xlarge": {
-        "bandwidth": 20,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "12000 Mbps",
-            "ecu": "195",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.16xlarge",
-            "memory": "488 GiB",
-            "networkPerformance": "20 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "12000 Mbps", 
+            "ecu": "195", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.16xlarge", 
+            "instancesku": "WG5ASHFKHTJCTCKV", 
+            "memory": "488 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "64"
-        },
-        "id": "r4.16xlarge",
-        "name": "r4.16xlarge",
+        }, 
+        "id": "r4.16xlarge", 
+        "name": "r4.16xlarge", 
         "ram": 499712
-    },
+    }, 
     "r4.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1600 Mbps",
-            "ecu": "27",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.2xlarge",
-            "memory": "61 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1600 Mbps", 
+            "ecu": "27", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.2xlarge", 
+            "memory": "61 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "r4.2xlarge",
-        "name": "r4.2xlarge",
+        }, 
+        "id": "r4.2xlarge", 
+        "name": "r4.2xlarge", 
         "ram": 62464
-    },
+    }, 
     "r4.4xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "3000 Mbps",
-            "ecu": "53",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.4xlarge",
-            "memory": "122 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3000 Mbps", 
+            "ecu": "53", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.4xlarge", 
+            "memory": "122 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "r4.4xlarge",
-        "name": "r4.4xlarge",
+        }, 
+        "id": "r4.4xlarge", 
+        "name": "r4.4xlarge", 
         "ram": 124928
-    },
+    }, 
     "r4.8xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "6000 Mbps",
-            "ecu": "99",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.8xlarge",
-            "memory": "244 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "6000 Mbps", 
+            "ecu": "99", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.8xlarge", 
+            "instancesku": "K9MZNNCDC6CYZ8VT", 
+            "memory": "244 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "32"
-        },
-        "id": "r4.8xlarge",
-        "name": "r4.8xlarge",
+        }, 
+        "id": "r4.8xlarge", 
+        "name": "r4.8xlarge", 
         "ram": 249856
-    },
+    }, 
     "r4.large": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "400 Mbps",
-            "ecu": "7",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.large",
-            "memory": "15.25 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "400 Mbps", 
+            "ecu": "7", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.large", 
+            "memory": "15.25 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "r4.large",
-        "name": "r4.large",
+        }, 
+        "id": "r4.large", 
+        "name": "r4.large", 
         "ram": 15616
-    },
+    }, 
     "r4.xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "800 Mbps",
-            "ecu": "13.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r4.xlarge",
-            "memory": "30.5 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "800 Mbps", 
+            "ecu": "13.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r4.xlarge", 
+            "instancesku": "DZKUTM298YT3WQKR", 
+            "memory": "30.5 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "r4.xlarge",
-        "name": "r4.xlarge",
+        }, 
+        "id": "r4.xlarge", 
+        "name": "r4.xlarge", 
         "ram": 31232
-    },
+    }, 
     "r5.12xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "173",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.12xlarge",
-            "memory": "384 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "96",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "173", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.12xlarge", 
+            "instancesku": "5UWXP6AB4X5GM2R8", 
+            "memory": "384 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "48"
-        },
-        "id": "r5.12xlarge",
-        "name": "r5.12xlarge",
+        }, 
+        "id": "r5.12xlarge", 
+        "name": "r5.12xlarge", 
         "ram": 393216
-    },
+    }, 
     "r5.24xlarge": {
-        "bandwidth": 25,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "347",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.24xlarge",
-            "memory": "768 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "192",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 25, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "347", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.24xlarge", 
+            "instancesku": "VGPZNYJU4BFPGPKB", 
+            "memory": "768 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "96"
-        },
-        "id": "r5.24xlarge",
-        "name": "r5.24xlarge",
+        }, 
+        "id": "r5.24xlarge", 
+        "name": "r5.24xlarge", 
         "ram": 786432
-    },
+    }, 
     "r5.2xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "38",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.2xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "38", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.2xlarge", 
+            "instancesku": "S2DUSW5M5H38HV43", 
+            "memory": "64 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "r5.2xlarge",
-        "name": "r5.2xlarge",
+        }, 
+        "id": "r5.2xlarge", 
+        "name": "r5.2xlarge", 
         "ram": 65536
-    },
+    }, 
     "r5.4xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "71",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.4xlarge",
-            "memory": "128 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "71", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.4xlarge", 
+            "memory": "128 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "16"
-        },
-        "id": "r5.4xlarge",
-        "name": "r5.4xlarge",
+        }, 
+        "id": "r5.4xlarge", 
+        "name": "r5.4xlarge", 
         "ram": 131072
-    },
+    }, 
     "r5.large": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "10",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.large",
-            "memory": "16 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "3.1 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "9", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.large", 
+            "memory": "16 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "r5.large",
-        "name": "r5.large",
+        }, 
+        "id": "r5.large", 
+        "name": "r5.large", 
         "ram": 16384
-    },
+    }, 
     "r5.xlarge": {
-        "bandwidth": 10,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "19",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5.xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "19", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5.xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "r5.xlarge",
-        "name": "r5.xlarge",
+        }, 
+        "id": "r5.xlarge", 
+        "name": "r5.xlarge", 
         "ram": 32768
-    },
+    }, 
+    "r5a.12xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "5000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.12xlarge", 
+            "instancesku": "WJKUDEAZ3YC2H5F4", 
+            "memory": "384 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "48"
+        }, 
+        "id": "r5a.12xlarge", 
+        "name": "r5a.12xlarge", 
+        "ram": 393216
+    }, 
+    "r5a.24xlarge": {
+        "bandwidth": 20, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "10000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.24xlarge", 
+            "instancesku": "RQHEWA75YEXMTWPW", 
+            "memory": "768 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "96"
+        }, 
+        "id": "r5a.24xlarge", 
+        "name": "r5a.24xlarge", 
+        "ram": 786432
+    }, 
+    "r5a.2xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.2xlarge", 
+            "instancesku": "CCTZ4ZMDKVZC997H", 
+            "memory": "64 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "8"
+        }, 
+        "id": "r5a.2xlarge", 
+        "name": "r5a.2xlarge", 
+        "ram": 65536
+    }, 
+    "r5a.4xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.4xlarge", 
+            "memory": "128 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "16"
+        }, 
+        "id": "r5a.4xlarge", 
+        "name": "r5a.4xlarge", 
+        "ram": 131072
+    }, 
+    "r5a.large": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.large", 
+            "instancesku": "S9G66QE59C5KP53Z", 
+            "memory": "16 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "r5a.large", 
+        "name": "r5a.large", 
+        "ram": 16384
+    }, 
+    "r5a.xlarge": {
+        "bandwidth": 10, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5a.xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "r5a.xlarge", 
+        "name": "r5a.xlarge", 
+        "ram": 32768
+    }, 
+    "r5ad.12xlarge": {
+        "bandwidth": 10, 
+        "disk": 1800, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "5000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.12xlarge", 
+            "instancesku": "AXTBNUFN796V2CVE", 
+            "memory": "384 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
+            "vcpu": "48"
+        }, 
+        "id": "r5ad.12xlarge", 
+        "name": "r5ad.12xlarge", 
+        "ram": 393216
+    }, 
+    "r5ad.24xlarge": {
+        "bandwidth": 20, 
+        "disk": 3600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "10000 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.24xlarge", 
+            "instancesku": "28CRHH72DZ5RGNR8", 
+            "memory": "768 GiB", 
+            "networkPerformance": "20 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 900 NVMe SSD", 
+            "vcpu": "96"
+        }, 
+        "id": "r5ad.24xlarge", 
+        "name": "r5ad.24xlarge", 
+        "ram": 786432
+    }, 
+    "r5ad.2xlarge": {
+        "bandwidth": 10, 
+        "disk": 300, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.2xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 300 NVMe SSD", 
+            "vcpu": "8"
+        }, 
+        "id": "r5ad.2xlarge", 
+        "name": "r5ad.2xlarge", 
+        "ram": 65536
+    }, 
+    "r5ad.4xlarge": {
+        "bandwidth": 10, 
+        "disk": 600, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.4xlarge", 
+            "instancesku": "QNE9MDEAXAKD2R9M", 
+            "memory": "128 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 300 NVMe SSD", 
+            "vcpu": "16"
+        }, 
+        "id": "r5ad.4xlarge", 
+        "name": "r5ad.4xlarge", 
+        "ram": 131072
+    }, 
+    "r5ad.large": {
+        "bandwidth": 10, 
+        "disk": 75, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.large", 
+            "instancesku": "QMXWJB935V36EHMY", 
+            "memory": "16 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 75 NVMe SSD", 
+            "vcpu": "2"
+        }, 
+        "id": "r5ad.large", 
+        "name": "r5ad.large", 
+        "ram": 16384
+    }, 
+    "r5ad.xlarge": {
+        "bandwidth": 10, 
+        "disk": 150, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "NA", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5ad.xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 150 NVMe SSD", 
+            "vcpu": "4"
+        }, 
+        "id": "r5ad.xlarge", 
+        "name": "r5ad.xlarge", 
+        "ram": 32768
+    }, 
     "r5d.12xlarge": {
-        "bandwidth": 10,
-        "disk": 1800,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "173",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.12xlarge",
-            "memory": "384 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "96",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 1800, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "173", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.12xlarge", 
+            "instancesku": "UGB4B7ZEFQWRXWUW", 
+            "memory": "384 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
             "vcpu": "48"
-        },
-        "id": "r5d.12xlarge",
-        "name": "r5d.12xlarge",
+        }, 
+        "id": "r5d.12xlarge", 
+        "name": "r5d.12xlarge", 
         "ram": 393216
-    },
+    }, 
     "r5d.24xlarge": {
-        "bandwidth": 25,
-        "disk": 3600,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "347",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.24xlarge",
-            "memory": "768 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "192",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "4 x 900 NVMe SSD",
+        "bandwidth": 25, 
+        "disk": 3600, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "347", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.24xlarge", 
+            "instancesku": "U6UN58XSFDT64ZP5", 
+            "memory": "768 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "192", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "4 x 900 NVMe SSD", 
             "vcpu": "96"
-        },
-        "id": "r5d.24xlarge",
-        "name": "r5d.24xlarge",
+        }, 
+        "id": "r5d.24xlarge", 
+        "name": "r5d.24xlarge", 
         "ram": 786432
-    },
+    }, 
     "r5d.2xlarge": {
-        "bandwidth": 10,
-        "disk": 300,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "38",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.2xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 300 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 300, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "38", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.2xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 300 NVMe SSD", 
             "vcpu": "8"
-        },
-        "id": "r5d.2xlarge",
-        "name": "r5d.2xlarge",
+        }, 
+        "id": "r5d.2xlarge", 
+        "name": "r5d.2xlarge", 
         "ram": 65536
-    },
+    }, 
     "r5d.4xlarge": {
-        "bandwidth": 10,
-        "disk": 600,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "71",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.4xlarge",
-            "memory": "128 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 300 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 600, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "71", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.4xlarge", 
+            "memory": "128 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 300 NVMe SSD", 
             "vcpu": "16"
-        },
-        "id": "r5d.4xlarge",
-        "name": "r5d.4xlarge",
+        }, 
+        "id": "r5d.4xlarge", 
+        "name": "r5d.4xlarge", 
         "ram": 131072
-    },
+    }, 
     "r5d.large": {
-        "bandwidth": 10,
-        "disk": 75,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "10",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.large",
-            "memory": "16 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 75 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 75, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "10", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.large", 
+            "memory": "16 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 75 NVMe SSD", 
             "vcpu": "2"
-        },
-        "id": "r5d.large",
-        "name": "r5d.large",
+        }, 
+        "id": "r5d.large", 
+        "name": "r5d.large", 
         "ram": 16384
-    },
+    }, 
     "r5d.xlarge": {
-        "bandwidth": 10,
-        "disk": 150,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "19",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "r5d.xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8175",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 150 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 150, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "19", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "r5d.xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8175", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 150 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "r5d.xlarge",
-        "name": "r5d.xlarge",
+        }, 
+        "id": "r5d.xlarge", 
+        "name": "r5d.xlarge", 
         "ram": 32768
-    },
+    }, 
     "t1.micro": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "No",
-            "ecu": "Variable",
-            "instanceFamily": "Micro instances",
-            "instanceType": "t1.micro",
-            "memory": "0.613 GiB",
-            "networkPerformance": "Very Low",
-            "normalizationSizeFactor": "0.5",
-            "physicalProcessor": "Variable",
-            "processorArchitecture": "32-bit or 64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "No", 
+            "ecu": "Variable", 
+            "instanceFamily": "Micro instances", 
+            "instanceType": "t1.micro", 
+            "memory": "0.613 GiB", 
+            "networkPerformance": "Very Low", 
+            "normalizationSizeFactor": "0.5", 
+            "physicalProcessor": "Variable", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "1"
-        },
-        "id": "t1.micro",
-        "name": "t1.micro",
+        }, 
+        "id": "t1.micro", 
+        "name": "t1.micro", 
         "ram": 627
-    },
+    }, 
     "t2.2xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.0 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.0 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.2xlarge", 
+            "instancesku": "QFU26S53EJMXCHV8", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "t2.2xlarge",
-        "name": "t2.2xlarge",
+        }, 
+        "id": "t2.2xlarge", 
+        "name": "t2.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "t2.large": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.0 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.large",
-            "memory": "8 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.0 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.large", 
+            "instancesku": "ZFDFVDKREGSGYPSZ", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t2.large",
-        "name": "t2.large",
+        }, 
+        "id": "t2.large", 
+        "name": "t2.large", 
         "ram": 8192
-    },
+    }, 
     "t2.medium": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.medium",
-            "memory": "4 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "2",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.medium", 
+            "instancesku": "HKEURG3XPD7FP4F4", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t2.medium",
-        "name": "t2.medium",
+        }, 
+        "id": "t2.medium", 
+        "name": "t2.medium", 
         "ram": 4096
-    },
+    }, 
     "t2.micro": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.micro",
-            "memory": "1 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "0.5",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.micro", 
+            "instancesku": "DZNVM5GF7B6J3K95", 
+            "memory": "1 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "0.5", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "1"
-        },
-        "id": "t2.micro",
-        "name": "t2.micro",
+        }, 
+        "id": "t2.micro", 
+        "name": "t2.micro", 
         "ram": 1024
-    },
+    }, 
     "t2.nano": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.nano",
-            "memory": "0.5 GiB",
-            "networkPerformance": "Low",
-            "normalizationSizeFactor": "0.25",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.nano", 
+            "instancesku": "BQ8B7YSYSXKFY5Y5", 
+            "memory": "0.5 GiB", 
+            "networkPerformance": "Low", 
+            "normalizationSizeFactor": "0.25", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "1"
-        },
-        "id": "t2.nano",
-        "name": "t2.nano",
+        }, 
+        "id": "t2.nano", 
+        "name": "t2.nano", 
         "ram": 512
-    },
+    }, 
     "t2.small": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.small",
-            "memory": "2 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "1",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "32-bit or 64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.small", 
+            "instancesku": "2RHMBASSE7PPGPRR", 
+            "memory": "2 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "1", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "32-bit or 64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "1"
-        },
-        "id": "t2.small",
-        "name": "t2.small",
+        }, 
+        "id": "t2.small", 
+        "name": "t2.small", 
         "ram": 2048
-    },
+    }, 
     "t2.xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "clockSpeed": "Up to 3.0 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t2.xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Family",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX; Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "Up to 3.0 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t2.xlarge", 
+            "instancesku": "XJBM5VEMVQSJY6WH", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Family", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX; Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "t2.xlarge",
-        "name": "t2.xlarge",
+        }, 
+        "id": "t2.xlarge", 
+        "name": "t2.xlarge", 
         "ram": 16384
-    },
+    }, 
     "t3.2xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.2xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.2xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "8"
-        },
-        "id": "t3.2xlarge",
-        "name": "t3.2xlarge",
+        }, 
+        "id": "t3.2xlarge", 
+        "name": "t3.2xlarge", 
         "ram": 32768
-    },
+    }, 
     "t3.large": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.large",
-            "memory": "8 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.large", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t3.large",
-        "name": "t3.large",
+        }, 
+        "id": "t3.large", 
+        "name": "t3.large", 
         "ram": 8192
-    },
+    }, 
     "t3.medium": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.medium",
-            "memory": "4 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "2",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.medium", 
+            "instancesku": "5ZTHF34UHKZZBAYK", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t3.medium",
-        "name": "t3.medium",
+        }, 
+        "id": "t3.medium", 
+        "name": "t3.medium", 
         "ram": 4096
-    },
+    }, 
     "t3.micro": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.micro",
-            "memory": "1 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "0.5",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.micro", 
+            "memory": "1 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "0.5", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t3.micro",
-        "name": "t3.micro",
+        }, 
+        "id": "t3.micro", 
+        "name": "t3.micro", 
         "ram": 1024
-    },
+    }, 
     "t3.nano": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.nano",
-            "memory": "0.5 GiB",
-            "networkPerformance": "Low",
-            "normalizationSizeFactor": "0.25",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.nano", 
+            "instancesku": "K7ERD2Q28HHU97DT", 
+            "memory": "0.5 GiB", 
+            "networkPerformance": "Low", 
+            "normalizationSizeFactor": "0.25", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t3.nano",
-        "name": "t3.nano",
+        }, 
+        "id": "t3.nano", 
+        "name": "t3.nano", 
         "ram": 512
-    },
+    }, 
     "t3.small": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.small",
-            "memory": "2 GiB",
-            "networkPerformance": "Low to Moderate",
-            "normalizationSizeFactor": "1",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.small", 
+            "memory": "2 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "1", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "2"
-        },
-        "id": "t3.small",
-        "name": "t3.small",
+        }, 
+        "id": "t3.small", 
+        "name": "t3.small", 
         "ram": 2048
-    },
+    }, 
     "t3.xlarge": {
-        "bandwidth": None,
-        "disk": 0,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "Variable",
-            "instanceFamily": "General purpose",
-            "instanceType": "t3.xlarge",
-            "memory": "16 GiB",
-            "networkPerformance": "Moderate",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "EBS only",
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "Variable", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3.xlarge", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Skylake E5 2686 v5 (2.5 GHz)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "4"
+        }, 
+        "id": "t3.xlarge", 
+        "name": "t3.xlarge", 
+        "ram": 16384
+    }, 
+    "t3a.2xlarge": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.2xlarge", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "8"
+        }, 
+        "id": "t3a.2xlarge", 
+        "name": "t3a.2xlarge", 
+        "ram": 32768
+    }, 
+    "t3a.large": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.large", 
+            "instancesku": "GH8WPQ59336X6S8E", 
+            "memory": "8 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "t3a.large", 
+        "name": "t3a.large", 
+        "ram": 8192
+    }, 
+    "t3a.medium": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.medium", 
+            "memory": "4 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "2", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "t3a.medium", 
+        "name": "t3a.medium", 
+        "ram": 4096
+    }, 
+    "t3a.micro": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 1500 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.micro", 
+            "memory": "1 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "0.5", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "t3a.micro", 
+        "name": "t3a.micro", 
+        "ram": 1024
+    }, 
+    "t3a.nano": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 1500 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.nano", 
+            "memory": "0.5 GiB", 
+            "networkPerformance": "Low", 
+            "normalizationSizeFactor": "0.25", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "t3a.nano", 
+        "name": "t3a.nano", 
+        "ram": 512
+    }, 
+    "t3a.small": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 1500 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.small", 
+            "instancesku": "WJMXAGPZRM5RVCX7", 
+            "memory": "2 GiB", 
+            "networkPerformance": "Low to Moderate", 
+            "normalizationSizeFactor": "1", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
+            "vcpu": "2"
+        }, 
+        "id": "t3a.small", 
+        "name": "t3a.small", 
+        "ram": 2048
+    }, 
+    "t3a.xlarge": {
+        "bandwidth": None, 
+        "disk": 0, 
+        "extra": {
+            "clockSpeed": "2.5 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "Upto 2120 Mbps", 
+            "ecu": "Variable", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "General purpose", 
+            "instanceType": "t3a.xlarge", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Moderate", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "AMD EPYC 7571", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "AVX, AVX2, AMD Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "EBS only", 
             "vcpu": "4"
-        },
-        "id": "t3.xlarge",
-        "name": "t3.xlarge",
+        }, 
+        "id": "t3a.xlarge", 
+        "name": "t3a.xlarge", 
         "ram": 16384
-    },
+    }, 
     "x1.16xlarge": {
-        "bandwidth": None,
-        "disk": 1920,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "174.5",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1.16xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "976 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 1920 SSD",
+        "bandwidth": None, 
+        "disk": 1920, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "174.5", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1.16xlarge", 
+            "instancesku": "PCP7P8UCEAVWH57Z", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "976 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 1920 SSD", 
             "vcpu": "64"
-        },
-        "id": "x1.16xlarge",
-        "name": "x1.16xlarge",
+        }, 
+        "id": "x1.16xlarge", 
+        "name": "x1.16xlarge", 
         "ram": 999424
-    },
+    }, 
     "x1.32xlarge": {
-        "bandwidth": None,
-        "disk": 3840,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "ecu": "349",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1.32xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "1,952 GiB",
-            "networkPerformance": "High",
-            "normalizationSizeFactor": "256",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 1920 SSD",
+        "bandwidth": None, 
+        "disk": 3840, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "349", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1.32xlarge", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "1,952 GiB", 
+            "networkPerformance": "High", 
+            "normalizationSizeFactor": "256", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 1920 SSD", 
             "vcpu": "128"
-        },
-        "id": "x1.32xlarge",
-        "name": "x1.32xlarge",
+        }, 
+        "id": "x1.32xlarge", 
+        "name": "x1.32xlarge", 
         "ram": 1998848
-    },
+    }, 
     "x1e.16xlarge": {
-        "bandwidth": 10,
-        "disk": 1920,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "7000 Mbps",
-            "ecu": "179",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.16xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "1,952 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "128",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 1920 SSD",
+        "bandwidth": 10, 
+        "disk": 1920, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "7000 Mbps", 
+            "ecu": "179", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.16xlarge", 
+            "instancesku": "TE2QPK3WJ4MBEASP", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "1,952 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "128", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 1920 SSD", 
             "vcpu": "64"
-        },
-        "id": "x1e.16xlarge",
-        "name": "x1e.16xlarge",
+        }, 
+        "id": "x1e.16xlarge", 
+        "name": "x1e.16xlarge", 
         "ram": 1998848
-    },
+    }, 
     "x1e.2xlarge": {
-        "bandwidth": 10,
-        "disk": 240,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1000 Mbps",
-            "ecu": "23",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.2xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "memory": "244 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 240 SSD",
+        "bandwidth": 10, 
+        "disk": 240, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1000 Mbps", 
+            "ecu": "23", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.2xlarge", 
+            "instancesku": "9VVY42SVXEGDEQN4", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "memory": "244 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 240 SSD", 
             "vcpu": "8"
-        },
-        "id": "x1e.2xlarge",
-        "name": "x1e.2xlarge",
+        }, 
+        "id": "x1e.2xlarge", 
+        "name": "x1e.2xlarge", 
         "ram": 249856
-    },
+    }, 
     "x1e.32xlarge": {
-        "bandwidth": 25,
-        "disk": 3840,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "14000 Mbps",
-            "ecu": "340",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.32xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "3,904 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "256",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 1,920 SSD",
+        "bandwidth": 25, 
+        "disk": 3840, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "14000 Mbps", 
+            "ecu": "340", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.32xlarge", 
+            "instancesku": "BG3VCUR74QWTZ5VC", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "3,904 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "256", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 1,920 SSD", 
             "vcpu": "128"
-        },
-        "id": "x1e.32xlarge",
-        "name": "x1e.32xlarge",
+        }, 
+        "id": "x1e.32xlarge", 
+        "name": "x1e.32xlarge", 
         "ram": 3997696
-    },
+    }, 
     "x1e.4xlarge": {
-        "bandwidth": 10,
-        "disk": 480,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "1750 Mbps",
-            "ecu": "47",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.4xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "memory": "488 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "32",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 480 SSD",
+        "bandwidth": 10, 
+        "disk": 480, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "1750 Mbps", 
+            "ecu": "47", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.4xlarge", 
+            "instancesku": "9MWGCKW75799NKYD", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "memory": "488 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "32", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 480 SSD", 
             "vcpu": "16"
-        },
-        "id": "x1e.4xlarge",
-        "name": "x1e.4xlarge",
+        }, 
+        "id": "x1e.4xlarge", 
+        "name": "x1e.4xlarge", 
         "ram": 499712
-    },
+    }, 
     "x1e.8xlarge": {
-        "bandwidth": 10,
-        "disk": 960,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "3500 Mbps",
-            "ecu": "91",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.8xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "intelTurboAvailable": "Yes",
-            "memory": "976 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "64",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 960 SSD",
+        "bandwidth": 10, 
+        "disk": 960, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "3500 Mbps", 
+            "ecu": "91", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.8xlarge", 
+            "instancesku": "RMSP8XXT2CAMTXHM", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "intelTurboAvailable": "Yes", 
+            "memory": "976 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "64", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 960 SSD", 
             "vcpu": "32"
-        },
-        "id": "x1e.8xlarge",
-        "name": "x1e.8xlarge",
+        }, 
+        "id": "x1e.8xlarge", 
+        "name": "x1e.8xlarge", 
         "ram": 999424
-    },
+    }, 
     "x1e.xlarge": {
-        "bandwidth": 10,
-        "disk": 120,
-        "extra": {
-            "clockSpeed": "2.3 GHz",
-            "currentGeneration": "Yes",
-            "dedicatedEbsThroughput": "500 Mbps",
-            "ecu": "12",
-            "enhancedNetworkingSupported": "Yes",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "x1e.xlarge",
-            "intelAvx2Available": "Yes",
-            "intelAvxAvailable": "Yes",
-            "memory": "122 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
-            "processorArchitecture": "64-bit",
-            "processorFeatures": "Intel AVX, Intel AVX2",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 120 SSD",
+        "bandwidth": 10, 
+        "disk": 120, 
+        "extra": {
+            "clockSpeed": "2.3 GHz", 
+            "currentGeneration": "Yes", 
+            "dedicatedEbsThroughput": "500 Mbps", 
+            "ecu": "12", 
+            "enhancedNetworkingSupported": "Yes", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "x1e.xlarge", 
+            "instancesku": "N6PU9MYFU8MHDEVP", 
+            "intelAvx2Available": "Yes", 
+            "intelAvxAvailable": "Yes", 
+            "memory": "122 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)", 
+            "processorArchitecture": "64-bit", 
+            "processorFeatures": "Intel AVX, Intel AVX2", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 120 SSD", 
             "vcpu": "4"
-        },
-        "id": "x1e.xlarge",
-        "name": "x1e.xlarge",
+        }, 
+        "id": "x1e.xlarge", 
+        "name": "x1e.xlarge", 
         "ram": 124928
-    },
+    }, 
     "z1d.12xlarge": {
-        "bandwidth": 25,
-        "disk": 1800,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "271",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.12xlarge",
-            "memory": "384 GiB",
-            "networkPerformance": "25 Gigabit",
-            "normalizationSizeFactor": "96",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "2 x 900 NVMe SSD",
+        "bandwidth": 25, 
+        "disk": 1800, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "271", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.12xlarge", 
+            "memory": "384 GiB", 
+            "networkPerformance": "25 Gigabit", 
+            "normalizationSizeFactor": "96", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "2 x 900 NVMe SSD", 
             "vcpu": "48"
-        },
-        "id": "z1d.12xlarge",
-        "name": "z1d.12xlarge",
+        }, 
+        "id": "z1d.12xlarge", 
+        "name": "z1d.12xlarge", 
         "ram": 393216
-    },
+    }, 
     "z1d.2xlarge": {
-        "bandwidth": 10,
-        "disk": 300,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "53",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.2xlarge",
-            "memory": "64 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "16",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 300 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 300, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "53", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.2xlarge", 
+            "memory": "64 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "16", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 300 NVMe SSD", 
             "vcpu": "8"
-        },
-        "id": "z1d.2xlarge",
-        "name": "z1d.2xlarge",
+        }, 
+        "id": "z1d.2xlarge", 
+        "name": "z1d.2xlarge", 
         "ram": 65536
-    },
+    }, 
     "z1d.3xlarge": {
-        "bandwidth": 10,
-        "disk": 450,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "75",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.3xlarge",
-            "memory": "96 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "24",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 450 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 450, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "75", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.3xlarge", 
+            "memory": "96 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "24", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 450 NVMe SSD", 
             "vcpu": "12"
-        },
-        "id": "z1d.3xlarge",
-        "name": "z1d.3xlarge",
+        }, 
+        "id": "z1d.3xlarge", 
+        "name": "z1d.3xlarge", 
         "ram": 98304
-    },
+    }, 
     "z1d.6xlarge": {
-        "bandwidth": 10,
-        "disk": 900,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "134",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.6xlarge",
-            "memory": "192 GiB",
-            "networkPerformance": "10 Gigabit",
-            "normalizationSizeFactor": "48",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 900 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 900, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "134", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.6xlarge", 
+            "memory": "192 GiB", 
+            "networkPerformance": "10 Gigabit", 
+            "normalizationSizeFactor": "48", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 900 NVMe SSD", 
             "vcpu": "24"
-        },
-        "id": "z1d.6xlarge",
-        "name": "z1d.6xlarge",
+        }, 
+        "id": "z1d.6xlarge", 
+        "name": "z1d.6xlarge", 
         "ram": 196608
-    },
+    }, 
     "z1d.large": {
-        "bandwidth": 10,
-        "disk": 75,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "15",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.large",
-            "memory": "16 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "4",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 75 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 75, 
+        "extra": {
+            "clockSpeed": "4.0 GHz", 
+            "currentGeneration": "Yes", 
+            "ecu": "15", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.large", 
+            "instancesku": "8WD367P5WDTWDYEN", 
+            "memory": "16 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "4", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 75 NVMe SSD", 
             "vcpu": "2"
-        },
-        "id": "z1d.large",
-        "name": "z1d.large",
+        }, 
+        "id": "z1d.large", 
+        "name": "z1d.large", 
         "ram": 16384
-    },
+    }, 
     "z1d.xlarge": {
-        "bandwidth": 10,
-        "disk": 150,
-        "extra": {
-            "currentGeneration": "Yes",
-            "ecu": "28",
-            "instanceFamily": "Memory optimized",
-            "instanceType": "z1d.xlarge",
-            "memory": "32 GiB",
-            "networkPerformance": "Up to 10 Gigabit",
-            "normalizationSizeFactor": "8",
-            "physicalProcessor": "Intel Xeon Platinum 8151",
-            "processorArchitecture": "64-bit",
-            "servicecode": "AmazonEC2",
-            "servicename": "Amazon Elastic Compute Cloud",
-            "storage": "1 x 150 NVMe SSD",
+        "bandwidth": 10, 
+        "disk": 150, 
+        "extra": {
+            "currentGeneration": "Yes", 
+            "ecu": "28", 
+            "instanceFamily": "Memory optimized", 
+            "instanceType": "z1d.xlarge", 
+            "instancesku": "7VD689A8AZD59K29", 
+            "memory": "32 GiB", 
+            "networkPerformance": "Up to 10 Gigabit", 
+            "normalizationSizeFactor": "8", 
+            "physicalProcessor": "Intel Xeon Platinum 8151", 
+            "processorArchitecture": "64-bit", 
+            "servicecode": "AmazonEC2", 
+            "servicename": "Amazon Elastic Compute Cloud", 
+            "storage": "1 x 150 NVMe SSD", 
             "vcpu": "4"
-        },
-        "id": "z1d.xlarge",
-        "name": "z1d.xlarge",
+        }, 
+        "id": "z1d.xlarge", 
+        "name": "z1d.xlarge", 
         "ram": 32768
     }
 }
 REGION_DETAILS = {
     "ap-northeast-1": {
-        "api_name": "ec2_ap_northeast",
-        "country": "Japan",
-        "endpoint": "ec2.ap-northeast-1.amazonaws.com",
-        "id": "ap-northeast-1",
+        "api_name": "ec2_ap_northeast", 
+        "country": "Japan", 
+        "endpoint": "ec2.ap-northeast-1.amazonaws.com", 
+        "id": "ap-northeast-1", 
         "instance_types": [
-            "c1.medium",
-            "c1.xlarge",
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "cc2.8xlarge",
-            "cr1.8xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g2.2xlarge",
-            "g2.8xlarge",
-            "g3.16xlarge",
-            "g3.4xlarge",
-            "g3.8xlarge",
-            "g3s.xlarge",
-            "hs1.8xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m1.large",
-            "m1.medium",
-            "m1.small",
-            "m1.xlarge",
-            "m2.2xlarge",
-            "m2.4xlarge",
-            "m2.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t1.micro",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "t3.2xlarge",
-            "t3.large",
-            "t3.medium",
-            "t3.micro",
-            "t3.nano",
-            "t3.small",
-            "t3.xlarge",
-            "x1.16xlarge",
-            "x1.32xlarge",
-            "x1e.16xlarge",
-            "x1e.2xlarge",
-            "x1e.32xlarge",
-            "x1e.4xlarge",
-            "x1e.8xlarge",
-            "x1e.xlarge",
-            "z1d.12xlarge",
-            "z1d.2xlarge",
-            "z1d.3xlarge",
-            "z1d.6xlarge",
-            "z1d.large",
+            "c1.medium", 
+            "c1.xlarge", 
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "c5n.18xlarge", 
+            "c5n.2xlarge", 
+            "c5n.4xlarge", 
+            "c5n.9xlarge", 
+            "c5n.large", 
+            "c5n.xlarge", 
+            "cc2.8xlarge", 
+            "cr1.8xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g2.2xlarge", 
+            "g2.8xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "g3s.xlarge", 
+            "hs1.8xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m1.large", 
+            "m1.medium", 
+            "m1.small", 
+            "m1.xlarge", 
+            "m2.2xlarge", 
+            "m2.4xlarge", 
+            "m2.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5a.12xlarge", 
+            "m5a.24xlarge", 
+            "m5a.2xlarge", 
+            "m5a.4xlarge", 
+            "m5a.large", 
+            "m5a.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "p3dn.24xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5a.12xlarge", 
+            "r5a.24xlarge", 
+            "r5a.2xlarge", 
+            "r5a.4xlarge", 
+            "r5a.large", 
+            "r5a.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t1.micro", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
+            "x1.32xlarge", 
+            "x1e.16xlarge", 
+            "x1e.2xlarge", 
+            "x1e.32xlarge", 
+            "x1e.4xlarge", 
+            "x1e.8xlarge", 
+            "x1e.xlarge", 
+            "z1d.12xlarge", 
+            "z1d.2xlarge", 
+            "z1d.3xlarge", 
+            "z1d.6xlarge", 
+            "z1d.large", 
             "z1d.xlarge"
-        ],
+        ], 
         "signature_version": "2"
-    },
+    }, 
     "ap-northeast-2": {
-        "api_name": "ec2_ap_northeast",
-        "country": "South Korea",
-        "endpoint": "ec2.ap-northeast-2.amazonaws.com",
-        "id": "ap-northeast-2",
+        "api_name": "ec2_ap_northeast", 
+        "country": "South Korea", 
+        "endpoint": "ec2.ap-northeast-2.amazonaws.com", 
+        "id": "ap-northeast-2", 
         "instance_types": [
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g2.2xlarge",
-            "g2.8xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "x1.16xlarge",
-            "x1.32xlarge"
-        ],
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g2.2xlarge", 
+            "g2.8xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "g3s.xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
+            "x1.32xlarge", 
+            "x1e.16xlarge", 
+            "x1e.2xlarge", 
+            "x1e.32xlarge", 
+            "x1e.4xlarge", 
+            "x1e.8xlarge", 
+            "x1e.xlarge"
+        ], 
         "signature_version": "4"
-    },
+    }, 
     "ap-northeast-3": {
-        "api_name": "ec2_ap_northeast",
-        "country": "Japan",
-        "endpoint": "ec2.ap-northeast-3.amazonaws.com",
-        "id": "ap-northeast-3",
+        "api_name": "ec2_ap_northeast", 
+        "country": "Japan", 
+        "endpoint": "ec2.ap-northeast-3.amazonaws.com", 
+        "id": "ap-northeast-3", 
         "instance_types": [
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge"
-        ],
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge"
+        ], 
         "signature_version": "4"
-    },
+    }, 
     "ap-south-1": {
-        "api_name": "ec2_ap_south_1",
-        "country": "India",
-        "endpoint": "ec2.ap-south-1.amazonaws.com",
-        "id": "ap-south-1",
+        "api_name": "ec2_ap_south_1", 
+        "country": "India", 
+        "endpoint": "ec2.ap-south-1.amazonaws.com", 
+        "id": "ap-south-1", 
         "instance_types": [
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "x1.16xlarge",
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
             "x1.32xlarge"
-        ],
+        ], 
         "signature_version": "4"
-    },
+    }, 
     "ap-southeast-1": {
-        "api_name": "ec2_ap_southeast",
-        "country": "Singapore",
-        "endpoint": "ec2.ap-southeast-1.amazonaws.com",
-        "id": "ap-southeast-1",
+        "api_name": "ec2_ap_southeast", 
+        "country": "Singapore", 
+        "endpoint": "ec2.ap-southeast-1.amazonaws.com", 
+        "id": "ap-southeast-1", 
         "instance_types": [
-            "c1.medium",
-            "c1.xlarge",
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g2.2xlarge",
-            "g2.8xlarge",
-            "g3.16xlarge",
-            "g3.4xlarge",
-            "g3.8xlarge",
-            "hs1.8xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m1.large",
-            "m1.medium",
-            "m1.small",
-            "m1.xlarge",
-            "m2.2xlarge",
-            "m2.4xlarge",
-            "m2.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t1.micro",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "t3.2xlarge",
-            "t3.large",
-            "t3.medium",
-            "t3.micro",
-            "t3.nano",
-            "t3.small",
-            "t3.xlarge",
-            "x1.16xlarge",
-            "x1.32xlarge",
-            "z1d.12xlarge",
-            "z1d.2xlarge",
-            "z1d.3xlarge",
-            "z1d.6xlarge",
-            "z1d.large",
+            "c1.medium", 
+            "c1.xlarge", 
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g2.2xlarge", 
+            "g2.8xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "hs1.8xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m1.large", 
+            "m1.medium", 
+            "m1.small", 
+            "m1.xlarge", 
+            "m2.2xlarge", 
+            "m2.4xlarge", 
+            "m2.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5a.12xlarge", 
+            "m5a.24xlarge", 
+            "m5a.2xlarge", 
+            "m5a.4xlarge", 
+            "m5a.large", 
+            "m5a.xlarge", 
+            "m5ad.12xlarge", 
+            "m5ad.24xlarge", 
+            "m5ad.2xlarge", 
+            "m5ad.4xlarge", 
+            "m5ad.large", 
+            "m5ad.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5a.12xlarge", 
+            "r5a.24xlarge", 
+            "r5a.2xlarge", 
+            "r5a.4xlarge", 
+            "r5a.large", 
+            "r5a.xlarge", 
+            "r5ad.12xlarge", 
+            "r5ad.24xlarge", 
+            "r5ad.2xlarge", 
+            "r5ad.4xlarge", 
+            "r5ad.large", 
+            "r5ad.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t1.micro", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "t3a.2xlarge", 
+            "t3a.large", 
+            "t3a.medium", 
+            "t3a.micro", 
+            "t3a.nano", 
+            "t3a.small", 
+            "t3a.xlarge", 
+            "x1.16xlarge", 
+            "x1.32xlarge", 
+            "z1d.12xlarge", 
+            "z1d.2xlarge", 
+            "z1d.3xlarge", 
+            "z1d.6xlarge", 
+            "z1d.large", 
             "z1d.xlarge"
-        ],
+        ], 
         "signature_version": "2"
-    },
+    }, 
     "ap-southeast-2": {
-        "api_name": "ec2_ap_southeast_2",
-        "country": "Australia",
-        "endpoint": "ec2.ap-southeast-2.amazonaws.com",
-        "id": "ap-southeast-2",
+        "api_name": "ec2_ap_southeast_2", 
+        "country": "Australia", 
+        "endpoint": "ec2.ap-southeast-2.amazonaws.com", 
+        "id": "ap-southeast-2", 
         "instance_types": [
-            "c1.medium",
-            "c1.xlarge",
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g2.2xlarge",
-            "g2.8xlarge",
-            "g3.16xlarge",
-            "g3.4xlarge",
-            "g3.8xlarge",
-            "g3s.xlarge",
-            "hs1.8xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m1.large",
-            "m1.medium",
-            "m1.small",
-            "m1.xlarge",
-            "m2.2xlarge",
-            "m2.4xlarge",
-            "m2.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t1.micro",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "t3.2xlarge",
-            "t3.large",
-            "t3.medium",
-            "t3.micro",
-            "t3.nano",
-            "t3.small",
-            "t3.xlarge",
-            "x1.16xlarge",
-            "x1.32xlarge",
-            "x1e.16xlarge",
-            "x1e.2xlarge",
-            "x1e.32xlarge",
-            "x1e.4xlarge",
-            "x1e.8xlarge",
-            "x1e.xlarge"
-        ],
+            "c1.medium", 
+            "c1.xlarge", 
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g2.2xlarge", 
+            "g2.8xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "g3s.xlarge", 
+            "hs1.8xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m1.large", 
+            "m1.medium", 
+            "m1.small", 
+            "m1.xlarge", 
+            "m2.2xlarge", 
+            "m2.4xlarge", 
+            "m2.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5a.12xlarge", 
+            "m5a.24xlarge", 
+            "m5a.2xlarge", 
+            "m5a.4xlarge", 
+            "m5a.large", 
+            "m5a.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5a.12xlarge", 
+            "r5a.24xlarge", 
+            "r5a.2xlarge", 
+            "r5a.4xlarge", 
+            "r5a.large", 
+            "r5a.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t1.micro", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
+            "x1.32xlarge", 
+            "x1e.16xlarge", 
+            "x1e.2xlarge", 
+            "x1e.32xlarge", 
+            "x1e.4xlarge", 
+            "x1e.8xlarge", 
+            "x1e.xlarge", 
+            "z1d.12xlarge", 
+            "z1d.2xlarge", 
+            "z1d.3xlarge", 
+            "z1d.6xlarge", 
+            "z1d.large", 
+            "z1d.xlarge"
+        ], 
         "signature_version": "2"
-    },
+    }, 
     "ca-central-1": {
-        "api_name": "ec2_ca_central_1",
-        "country": "Canada",
-        "endpoint": "ec2.ca-central-1.amazonaws.com",
-        "id": "ca-central-1",
+        "api_name": "ec2_ca_central_1", 
+        "country": "Canada", 
+        "endpoint": "ec2.ca-central-1.amazonaws.com", 
+        "id": "ca-central-1", 
         "instance_types": [
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g3.16xlarge",
-            "g3.4xlarge",
-            "g3.8xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "t3.2xlarge",
-            "t3.large",
-            "t3.medium",
-            "t3.micro",
-            "t3.nano",
-            "t3.small",
-            "t3.xlarge",
-            "x1.16xlarge",
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
             "x1.32xlarge"
-        ],
+        ], 
         "signature_version": "4"
-    },
+    }, 
     "cn-north-1": {
-        "api_name": "ec2_cn_north",
-        "country": "China",
-        "endpoint": "ec2.cn-north-1.amazonaws.com.cn",
-        "id": "cn-north-1",
-        "instance_types": [],
+        "api_name": "ec2_cn_north", 
+        "country": "China", 
+        "endpoint": "ec2.cn-north-1.amazonaws.com.cn", 
+        "id": "cn-north-1", 
+        "instance_types": [], 
         "signature_version": "4"
-    },
+    }, 
     "cn-northwest-1": {
-        "api_name": "ec2_cn_northwest",
-        "country": "China",
-        "endpoint": "ec2.cn-northwest-1.amazonaws.com.cn",
-        "id": "cn-northwest-1",
-        "instance_types": [],
+        "api_name": "ec2_cn_northwest", 
+        "country": "China", 
+        "endpoint": "ec2.cn-northwest-1.amazonaws.com.cn", 
+        "id": "cn-northwest-1", 
+        "instance_types": [], 
         "signature_version": "4"
-    },
+    }, 
     "eu-central-1": {
-        "api_name": "ec2_eu_central",
-        "country": "Frankfurt",
-        "endpoint": "ec2.eu-central-1.amazonaws.com",
-        "id": "eu-central-1",
+        "api_name": "ec2_eu_central", 
+        "country": "Frankfurt", 
+        "endpoint": "ec2.eu-central-1.amazonaws.com", 
+        "id": "eu-central-1", 
         "instance_types": [
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
-            "d2.8xlarge",
-            "d2.xlarge",
-            "g2.2xlarge",
-            "g2.8xlarge",
-            "g3.16xlarge",
-            "g3.4xlarge",
-            "g3.8xlarge",
-            "g3s.xlarge",
-            "i2.2xlarge",
-            "i2.4xlarge",
-            "i2.8xlarge",
-            "i2.xlarge",
-            "i3.16xlarge",
-            "i3.2xlarge",
-            "i3.4xlarge",
-            "i3.8xlarge",
-            "i3.large",
-            "i3.xlarge",
-            "m3.2xlarge",
-            "m3.large",
-            "m3.medium",
-            "m3.xlarge",
-            "m4.10xlarge",
-            "m4.16xlarge",
-            "m4.2xlarge",
-            "m4.4xlarge",
-            "m4.large",
-            "m4.xlarge",
-            "m5.12xlarge",
-            "m5.24xlarge",
-            "m5.2xlarge",
-            "m5.4xlarge",
-            "m5.large",
-            "m5.xlarge",
-            "m5d.12xlarge",
-            "m5d.24xlarge",
-            "m5d.2xlarge",
-            "m5d.4xlarge",
-            "m5d.large",
-            "m5d.xlarge",
-            "p2.16xlarge",
-            "p2.8xlarge",
-            "p2.xlarge",
-            "p3.16xlarge",
-            "p3.2xlarge",
-            "p3.8xlarge",
-            "r3.2xlarge",
-            "r3.4xlarge",
-            "r3.8xlarge",
-            "r3.large",
-            "r3.xlarge",
-            "r4.16xlarge",
-            "r4.2xlarge",
-            "r4.4xlarge",
-            "r4.8xlarge",
-            "r4.large",
-            "r4.xlarge",
-            "r5.12xlarge",
-            "r5.24xlarge",
-            "r5.2xlarge",
-            "r5.4xlarge",
-            "r5.large",
-            "r5.xlarge",
-            "r5d.12xlarge",
-            "r5d.24xlarge",
-            "r5d.2xlarge",
-            "r5d.4xlarge",
-            "r5d.large",
-            "r5d.xlarge",
-            "t2.2xlarge",
-            "t2.large",
-            "t2.medium",
-            "t2.micro",
-            "t2.nano",
-            "t2.small",
-            "t2.xlarge",
-            "t3.2xlarge",
-            "t3.large",
-            "t3.medium",
-            "t3.micro",
-            "t3.nano",
-            "t3.small",
-            "t3.xlarge",
-            "x1.16xlarge",
-            "x1.32xlarge",
-            "x1e.16xlarge",
-            "x1e.2xlarge",
-            "x1e.32xlarge",
-            "x1e.4xlarge",
-            "x1e.8xlarge",
-            "x1e.xlarge"
-        ],
+            "c3.2xlarge", 
+            "c3.4xlarge", 
+            "c3.8xlarge", 
+            "c3.large", 
+            "c3.xlarge", 
+            "c4.2xlarge", 
+            "c4.4xlarge", 
+            "c4.8xlarge", 
+            "c4.large", 
+            "c4.xlarge", 
+            "c5.18xlarge", 
+            "c5.2xlarge", 
+            "c5.4xlarge", 
+            "c5.9xlarge", 
+            "c5.large", 
+            "c5.xlarge", 
+            "c5d.18xlarge", 
+            "c5d.2xlarge", 
+            "c5d.4xlarge", 
+            "c5d.9xlarge", 
+            "c5d.large", 
+            "c5d.xlarge", 
+            "c5n.18xlarge", 
+            "c5n.2xlarge", 
+            "c5n.4xlarge", 
+            "c5n.9xlarge", 
+            "c5n.large", 
+            "c5n.xlarge", 
+            "d2.2xlarge", 
+            "d2.4xlarge", 
+            "d2.8xlarge", 
+            "d2.xlarge", 
+            "g2.2xlarge", 
+            "g2.8xlarge", 
+            "g3.16xlarge", 
+            "g3.4xlarge", 
+            "g3.8xlarge", 
+            "g3s.xlarge", 
+            "i2.2xlarge", 
+            "i2.4xlarge", 
+            "i2.8xlarge", 
+            "i2.xlarge", 
+            "i3.16xlarge", 
+            "i3.2xlarge", 
+            "i3.4xlarge", 
+            "i3.8xlarge", 
+            "i3.large", 
+            "i3.xlarge", 
+            "m3.2xlarge", 
+            "m3.large", 
+            "m3.medium", 
+            "m3.xlarge", 
+            "m4.10xlarge", 
+            "m4.16xlarge", 
+            "m4.2xlarge", 
+            "m4.4xlarge", 
+            "m4.large", 
+            "m4.xlarge", 
+            "m5.12xlarge", 
+            "m5.24xlarge", 
+            "m5.2xlarge", 
+            "m5.4xlarge", 
+            "m5.large", 
+            "m5.metal", 
+            "m5.xlarge", 
+            "m5a.12xlarge", 
+            "m5a.24xlarge", 
+            "m5a.2xlarge", 
+            "m5a.4xlarge", 
+            "m5a.large", 
+            "m5a.xlarge", 
+            "m5d.12xlarge", 
+            "m5d.24xlarge", 
+            "m5d.2xlarge", 
+            "m5d.4xlarge", 
+            "m5d.large", 
+            "m5d.metal", 
+            "m5d.xlarge", 
+            "p2.16xlarge", 
+            "p2.8xlarge", 
+            "p2.xlarge", 
+            "p3.16xlarge", 
+            "p3.2xlarge", 
+            "p3.8xlarge", 
+            "r3.2xlarge", 
+            "r3.4xlarge", 
+            "r3.8xlarge", 
+            "r3.large", 
+            "r3.xlarge", 
+            "r4.16xlarge", 
+            "r4.2xlarge", 
+            "r4.4xlarge", 
+            "r4.8xlarge", 
+            "r4.large", 
+            "r4.xlarge", 
+            "r5.12xlarge", 
+            "r5.24xlarge", 
+            "r5.2xlarge", 
+            "r5.4xlarge", 
+            "r5.large", 
+            "r5.xlarge", 
+            "r5a.12xlarge", 
+            "r5a.24xlarge", 
+            "r5a.2xlarge", 
+            "r5a.4xlarge", 
+            "r5a.large", 
+            "r5a.xlarge", 
+            "r5d.12xlarge", 
+            "r5d.24xlarge", 
+            "r5d.2xlarge", 
+            "r5d.4xlarge", 
+            "r5d.large", 
+            "r5d.xlarge", 
+            "t2.2xlarge", 
+            "t2.large", 
+            "t2.medium", 
+            "t2.micro", 
+            "t2.nano", 
+            "t2.small", 
+            "t2.xlarge", 
+            "t3.2xlarge", 
+            "t3.large", 
+            "t3.medium", 
+            "t3.micro", 
+            "t3.nano", 
+            "t3.small", 
+            "t3.xlarge", 
+            "x1.16xlarge", 
+            "x1.32xlarge", 
+            "x1e.16xlarge", 
+            "x1e.2xlarge", 
+            "x1e.32xlarge", 
+            "x1e.4xlarge", 
+            "x1e.8xlarge", 
+            "x1e.xlarge", 
+            "z1d.12xlarge", 
+            "z1d.2xlarge", 
+            "z1d.3xlarge", 
+            "z1d.6xlarge", 
+            "z1d.large", 
+            "z1d.xlarge"
+        ], 
         "signature_version": "4"
-    },
+    }, 
     "eu-west-1": {
-        "api_name": "ec2_eu_west",
-        "country": "Ireland",
-        "endpoint": "ec2.eu-west-1.amazonaws.com",
-        "id": "eu-west-1",
+        "api_name": "ec2_eu_west", 
+        "country": "Ireland", 
+        "endpoint": "ec2.eu-west-1.amazonaws.com", 
+        "id": "eu-west-1", 
         "instance_types": [
-            "c1.medium",
-            "c1.xlarge",
-            "c3.2xlarge",
-            "c3.4xlarge",
-            "c3.8xlarge",
-            "c3.large",
-            "c3.xlarge",
-            "c4.2xlarge",
-            "c4.4xlarge",
-            "c4.8xlarge",
-            "c4.large",
-            "c4.xlarge",
-            "c5.18xlarge",
-            "c5.2xlarge",
-            "c5.4xlarge",
-            "c5.9xlarge",
-            "c5.large",
-            "c5.xlarge",
-            "c5d.18xlarge",
-            "c5d.2xlarge",
-            "c5d.4xlarge",
-            "c5d.9xlarge",
-            "c5d.large",
-            "c5d.xlarge",
-            "cc2.8xlarge",
-            "cr1.8xlarge",
-            "d2.2xlarge",
-            "d2.4xlarge",
... 2288 lines suppressed ...


Mime
View raw message