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From quent...@apache.org
Subject [04/10] libcloud git commit: Cleaned EC2 files and added constants
Date Fri, 29 Jun 2018 08:19:28 GMT
http://git-wip-us.apache.org/repos/asf/libcloud/blob/f803651e/libcloud/compute/constants.py
----------------------------------------------------------------------
diff --git a/libcloud/compute/constants.py b/libcloud/compute/constants.py
new file mode 100644
index 0000000..f889f82
--- /dev/null
+++ b/libcloud/compute/constants.py
@@ -0,0 +1,4688 @@
+# File generated by script
+INSTANCE_TYPES = {
+    "p3.16xlarge": {
+        "extra": {
+            "gpu": "8",
+            "dedicatedEbsThroughput": "14000 Mbps",
+            "ecu": "188",
+            "vcpu": "64",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "GPU instance",
+            "memory": "488 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "UGW1-DedicatedUsage:p3.16xlarge",
+            "networkPerformance": "25 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "p3.16xlarge",
+            "normalizationSizeFactor": "128",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "p3.16xlarge",
+        "ram": 499712,
+        "disk": 0,
+        "name": "p3.16xlarge",
+        "bandwidth": 25
+    },
+    "c5.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2250 Mbps",
+            "ecu": "62",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "Compute optimized",
+            "memory": "32 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "EUW2-DedicatedUsage:c5.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c5.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.4xlarge",
+        "ram": 32768,
+        "disk": 0,
+        "name": "c5.4xlarge",
+        "bandwidth": 10
+    },
+    "t2.xlarge": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "General purpose",
+            "memory": "16 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "Up to 3.0 GHz",
+            "usagetype": "USE2-BoxUsage:t2.xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "t2.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "t2.xlarge",
+        "ram": 16384,
+        "disk": 0,
+        "name": "t2.xlarge",
+        "bandwidth": None
+    },
+    "hs1.8xlarge": {
+        "extra": {
+            "ecu": "35",
+            "vcpu": "17",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "Storage optimized",
+            "memory": "117 GiB",
+            "physicalProcessor": "Intel Xeon E5-2650",
+            "storage": "24 x 2000",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2 GHz",
+            "usagetype": "APS2-DedicatedUsage:hs1.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "hs1.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "hs1.8xlarge",
+        "ram": 119808,
+        "disk": 48000,
+        "name": "hs1.8xlarge",
+        "bandwidth": 10
+    },
+    "i2.xlarge": {
+        "extra": {
+            "storage": "1 x 800 SSD",
+            "ecu": "14",
+            "vcpu": "4",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "Storage optimized",
+            "memory": "30.5 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Host",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-HostBoxUsage:i2.xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "i2.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "i2.xlarge",
+        "ram": 31232,
+        "disk": 800,
+        "name": "i2.xlarge",
+        "bandwidth": None
+    },
+    "c5.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2250 Mbps",
+            "ecu": "31",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Compute optimized",
+            "memory": "16 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "EUW2-BoxUsage:c5.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "c5.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.2xlarge",
+        "ram": 16384,
+        "disk": 0,
+        "name": "c5.2xlarge",
+        "bandwidth": 10
+    },
+    "x1.32xlarge": {
+        "extra": {
+            "storage": "2 x 1,920",
+            "intelTurboAvailable": "Yes",
+            "ecu": "349",
+            "vcpu": "128",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:000g",
+            "instanceFamily": "Memory optimized",
+            "memory": "1,952 GiB",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "enhancedNetworkingSupported": "Yes",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "EUW2-DedicatedUsage:x1.32xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "x1.32xlarge",
+            "normalizationSizeFactor": "256",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "x1.32xlarge",
+        "ram": 1998848,
+        "disk": 3840,
+        "name": "x1.32xlarge",
+        "bandwidth": None
+    },
+    "x1e.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1000 Mbps",
+            "ecu": "23",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Memory optimized",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "storage": "1 x 240",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Host",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS2-HostBoxUsage:x1e.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "x1e.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "x1e.2xlarge",
+        "ram": 249856,
+        "disk": 240,
+        "name": "x1e.2xlarge",
+        "bandwidth": 10
+    },
+    "i3.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1750 Mbps",
+            "ecu": "27",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Storage optimized",
+            "memory": "61 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "1 x 1.9 NVMe SSD",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS2-BoxUsage:i3.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "i3.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i3.2xlarge",
+        "ram": 62464,
+        "disk": 1,
+        "name": "i3.2xlarge",
+        "bandwidth": 10
+    },
+    "i2.4xlarge": {
+        "extra": {
+            "ebsOptimized": "Yes",
+            "ecu": "53",
+            "vcpu": "16",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "Hourly",
+            "instanceFamily": "Storage optimized",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "storage": "4 x 800 SSD",
+            "tenancy": "NA",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-EBSOptimized:i2.4xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "NA",
+            "instanceType": "i2.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "NA",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i2.4xlarge",
+        "ram": 124928,
+        "disk": 3200,
+        "name": "i2.4xlarge",
+        "bandwidth": None
+    },
+    "c4.8xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "4000 Mbps",
+            "ecu": "132",
+            "vcpu": "36",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Compute optimized",
+            "memory": "60 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.9 GHz",
+            "usagetype": "EUC1-HostBoxUsage:c4.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c4.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c4.8xlarge",
+        "ram": 61440,
+        "disk": 0,
+        "name": "c4.8xlarge",
+        "bandwidth": 10
+    },
+    "r4.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "800 Mbps",
+            "ecu": "13.5",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Memory optimized",
+            "memory": "30.5 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APN3-BoxUsage:r4.xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "r4.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "r4.xlarge",
+        "ram": 31232,
+        "disk": 0,
+        "name": "r4.xlarge",
+        "bandwidth": 10
+    },
+    "m4.large": {
+        "extra": {
+            "dedicatedEbsThroughput": "450 Mbps",
+            "ecu": "6.5",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "General purpose",
+            "memory": "8 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "USW1-HostBoxUsage:m4.large",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "m4.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m4.large",
+        "ram": 8192,
+        "disk": 0,
+        "name": "m4.large",
+        "bandwidth": None
+    },
+    "cr1.8xlarge": {
+        "extra": {
+            "ecu": "88",
+            "vcpu": "32",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "Memory optimized",
+            "memory": "244 GiB",
+            "physicalProcessor": "Intel Xeon E5-2670",
+            "storage": "2 x 120 SSD",
+            "tenancy": "Shared",
+            "usagetype": "APN1-BoxUsage:cr1.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "cr1.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "cr1.8xlarge",
+        "ram": 249856,
+        "disk": 240,
+        "name": "cr1.8xlarge",
+        "bandwidth": 10
+    },
+    "m5.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "2120 Mbps",
+            "ecu": "61",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "General purpose",
+            "memory": "64 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8175",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "EU-HostBoxUsage:m5.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "m5.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m5.4xlarge",
+        "ram": 65536,
+        "disk": 0,
+        "name": "m5.4xlarge",
+        "bandwidth": 10
+    },
+    "r3.large": {
+        "extra": {
+            "storage": "1 x 32 SSD",
+            "ecu": "6.5",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Memory optimized",
+            "memory": "15.25 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "USE2-DedicatedUsage:r3.large",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "r3.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "r3.large",
+        "ram": 15616,
+        "disk": 32,
+        "name": "r3.large",
+        "bandwidth": None
+    },
+    "c4.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1000 Mbps",
+            "ecu": "31",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Compute optimized",
+            "memory": "15 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.9 GHz",
+            "usagetype": "APN2-HostBoxUsage:c4.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "c4.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c4.2xlarge",
+        "ram": 15360,
+        "disk": 0,
+        "name": "c4.2xlarge",
+        "bandwidth": None
+    },
+    "c4.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "750 Mbps",
+            "ecu": "16",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Compute optimized",
+            "memory": "7.5 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.9 GHz",
+            "usagetype": "APS1-HostBoxUsage:c4.xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c4.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c4.xlarge",
+        "ram": 7680,
+        "disk": 0,
+        "name": "c4.xlarge",
+        "bandwidth": None
+    },
+    "r3.2xlarge": {
+        "extra": {
+            "storage": "1 x 160 SSD",
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "Memory optimized",
+            "memory": "61 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-BoxUsage:r3.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "r3.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "r3.2xlarge",
+        "ram": 62464,
+        "disk": 160,
+        "name": "r3.2xlarge",
+        "bandwidth": None
+    },
+    "i2.2xlarge": {
+        "extra": {
+            "storage": "2 x 800 SSD",
+            "ecu": "27",
+            "vcpu": "8",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "Storage optimized",
+            "memory": "61 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "DedicatedUsage:i2.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "i2.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "i2.2xlarge",
+        "ram": 62464,
+        "disk": 1600,
+        "name": "i2.2xlarge",
+        "bandwidth": None
+    },
+    "r4.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "3000 Mbps",
+            "ecu": "53",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "Memory optimized",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USW2-DedicatedUsage:r4.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "r4.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "r4.4xlarge",
+        "ram": 124928,
+        "disk": 0,
+        "name": "r4.4xlarge",
+        "bandwidth": 10
+    },
+    "c3.large": {
+        "extra": {
+            "storage": "2 x 16 SSD",
+            "ecu": "7",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Compute optimized",
+            "memory": "3.75 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.8 GHz",
+            "usagetype": "APS2-BoxUsage:c3.large",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c3.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "c3.large",
+        "ram": 3840,
+        "disk": 32,
+        "name": "c3.large",
+        "bandwidth": None
+    },
+    "c1.medium": {
+        "extra": {
+            "ecu": "5",
+            "vcpu": "2",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Compute optimized",
+            "memory": "1.7 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "1 x 350",
+            "tenancy": "Shared",
+            "usagetype": "SAE1-BoxUsage:c1.medium",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c1.medium",
+            "normalizationSizeFactor": "2",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "c1.medium",
+        "ram": 1740,
+        "disk": 350,
+        "name": "c1.medium",
+        "bandwidth": None
+    },
+    "m4.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "750 Mbps",
+            "ecu": "13",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "General purpose",
+            "memory": "16 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.4  GHz",
+            "usagetype": "EUC1-HostBoxUsage:m4.xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "m4.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m4.xlarge",
+        "ram": 16384,
+        "disk": 0,
+        "name": "m4.xlarge",
+        "bandwidth": None
+    },
+    "g3.4xlarge": {
+        "extra": {
+            "gpu": "1",
+            "intelTurboAvailable": "Yes",
+            "dedicatedEbsThroughput": "3500 Mbps",
+            "ecu": "47",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "GPU instance",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "BoxUsage:g3.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "g3.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "g3.4xlarge",
+        "ram": 124928,
+        "disk": 0,
+        "name": "g3.4xlarge",
+        "bandwidth": 10
+    },
+    "c5.18xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "9000 Mbps",
+            "ecu": "278",
+            "vcpu": "72",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0200",
+            "instanceFamily": "Compute optimized",
+            "memory": "144 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "USE2-BoxUsage:c5.18xlarge",
+            "networkPerformance": "25 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "c5.18xlarge",
+            "normalizationSizeFactor": "144",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.18xlarge",
+        "ram": 147456,
+        "disk": 0,
+        "name": "c5.18xlarge",
+        "bandwidth": 25
+    },
+    "m2.4xlarge": {
+        "extra": {
+            "ebsOptimized": "Yes",
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "Hourly",
+            "instanceFamily": "Memory optimized",
+            "memory": "68.4 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "2 x 840",
+            "tenancy": "NA",
+            "usagetype": "USW2-EBSOptimized:m2.4xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "NA",
+            "instanceType": "m2.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "NA"
+        },
+        "id": "m2.4xlarge",
+        "ram": 70041,
+        "disk": 1680,
+        "name": "m2.4xlarge",
+        "bandwidth": None
+    },
+    "x1e.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "500 Mbps",
+            "ecu": "12",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0004",
+            "instanceFamily": "Memory optimized",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "storage": "1 x 120",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Host",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USW2-HostBoxUsage:x1e.xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "x1e.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "x1e.xlarge",
+        "ram": 124928,
+        "disk": 120,
+        "name": "x1e.xlarge",
+        "bandwidth": 10
+    },
+    "t2.micro": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "1",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "General purpose",
+            "memory": "1 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "Up to 3.3 GHz",
+            "usagetype": "APS1-BoxUsage:t2.micro",
+            "networkPerformance": "Low to Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "t2.micro",
+            "normalizationSizeFactor": "0.5",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "t2.micro",
+        "ram": 1024,
+        "disk": 0,
+        "name": "t2.micro",
+        "bandwidth": None
+    },
+    "i3.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "3500 Mbps",
+            "ecu": "53",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "Storage optimized",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "2 x 1.9 NVMe SSD",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USE2-BoxUsage:i3.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "i3.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i3.4xlarge",
+        "ram": 124928,
+        "disk": 2,
+        "name": "i3.4xlarge",
+        "bandwidth": 10
+    },
+    "c4.large": {
+        "extra": {
+            "dedicatedEbsThroughput": "500 Mbps",
+            "ecu": "8",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0004",
+            "instanceFamily": "Compute optimized",
+            "memory": "3.75 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2666 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.9 GHz",
+            "usagetype": "APS2-DedicatedUsage:c4.large",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "c4.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c4.large",
+        "ram": 3840,
+        "disk": 0,
+        "name": "c4.large",
+        "bandwidth": None
+    },
+    "d2.4xlarge": {
+        "extra": {
+            "storage": "12 x 2000 HDD",
+            "ecu": "56",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "Storage optimized",
+            "memory": "122 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "APN3-DedicatedUsage:d2.4xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "d2.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "d2.4xlarge",
+        "ram": 124928,
+        "disk": 24000,
+        "name": "d2.4xlarge",
+        "bandwidth": None
+    },
+    "i3.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "850 Mbps",
+            "ecu": "13",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "Storage optimized",
+            "memory": "30.5 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "1 x 0.95 NVMe SSD",
+            "tenancy": "Host",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS1-HostBoxUsage:i3.xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "i3.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i3.xlarge",
+        "ram": 31232,
+        "disk": 0,
+        "name": "i3.xlarge",
+        "bandwidth": 10
+    },
+    "c5.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2250 Mbps",
+            "ecu": "16",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0200",
+            "instanceFamily": "Compute optimized",
+            "memory": "8 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "EUW2-DedicatedUsage:c5.xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "c5.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.xlarge",
+        "ram": 8192,
+        "disk": 0,
+        "name": "c5.xlarge",
+        "bandwidth": 10
+    },
+    "r3.8xlarge": {
+        "extra": {
+            "storage": "2 x 320 SSD",
+            "ecu": "104",
+            "vcpu": "32",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "Memory optimized",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-BoxUsage:r3.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "r3.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "r3.8xlarge",
+        "ram": 249856,
+        "disk": 640,
+        "name": "r3.8xlarge",
+        "bandwidth": 10
+    },
+    "c5.large": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2250 Mbps",
+            "ecu": "8",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "Compute optimized",
+            "memory": "4 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "SAE1-BoxUsage:c5.large",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c5.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.large",
+        "ram": 4096,
+        "disk": 0,
+        "name": "c5.large",
+        "bandwidth": 10
+    },
+    "c5.9xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "4500 Mbps",
+            "ecu": "139",
+            "vcpu": "36",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "Compute optimized",
+            "memory": "72 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8124M",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "3.0 Ghz",
+            "usagetype": "SAE1-HostBoxUsage:c5.9xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c5.9xlarge",
+            "normalizationSizeFactor": "72",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "c5.9xlarge",
+        "ram": 73728,
+        "disk": 0,
+        "name": "c5.9xlarge",
+        "bandwidth": 10
+    },
+    "m4.10xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "4000 Mbps",
+            "ecu": "124.5",
+            "vcpu": "40",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances",
+            "instanceFamily": "General purpose",
+            "memory": "160 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "APS3-DedicatedUsage:m4.10xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m4.10xlarge",
+            "normalizationSizeFactor": "80",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m4.10xlarge",
+        "ram": 163840,
+        "disk": 0,
+        "name": "m4.10xlarge",
+        "bandwidth": 10
+    },
+    "c3.8xlarge": {
+        "extra": {
+            "storage": "2 x 320 SSD",
+            "ecu": "108",
+            "vcpu": "32",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0200",
+            "instanceFamily": "Compute optimized",
+            "memory": "60 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.8 GHz",
+            "usagetype": "EU-DedicatedUsage:c3.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "c3.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "c3.8xlarge",
+        "ram": 61440,
+        "disk": 640,
+        "name": "c3.8xlarge",
+        "bandwidth": 10
+    },
+    "t2.nano": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "1",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "General purpose",
+            "memory": "0.5 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "Up to 3.3 GHz",
+            "usagetype": "EUC1-BoxUsage:t2.nano",
+            "networkPerformance": "Low",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "t2.nano",
+            "normalizationSizeFactor": "0.25",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license"
+        },
+        "id": "t2.nano",
+        "ram": 512,
+        "disk": 0,
+        "name": "t2.nano",
+        "bandwidth": None
+    },
+    "c1.xlarge": {
+        "extra": {
+            "ecu": "20",
+            "vcpu": "8",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Compute optimized",
+            "memory": "7 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "4 x 420",
+            "tenancy": "Dedicated",
+            "usagetype": "USW2-DedicatedUsage:c1.xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c1.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "c1.xlarge",
+        "ram": 7168,
+        "disk": 1680,
+        "name": "c1.xlarge",
+        "bandwidth": None
+    },
+    "d2.8xlarge": {
+        "extra": {
+            "storage": "24 x 2000 HDD",
+            "ecu": "116",
+            "vcpu": "36",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "Storage optimized",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Host",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "SAE1-HostBoxUsage:d2.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "d2.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "d2.8xlarge",
+        "ram": 249856,
+        "disk": 48000,
+        "name": "d2.8xlarge",
+        "bandwidth": 10
+    },
+    "m1.xlarge": {
+        "extra": {
+            "ecu": "8",
+            "vcpu": "4",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:000g",
+            "instanceFamily": "General purpose",
+            "memory": "15 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "4 x 420",
+            "tenancy": "Shared",
+            "usagetype": "EU-BoxUsage:m1.xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m1.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m1.xlarge",
+        "ram": 15360,
+        "disk": 1680,
+        "name": "m1.xlarge",
+        "bandwidth": None
+    },
+    "t2.2xlarge": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "General purpose",
+            "memory": "32 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "Up to 3.0 GHz",
+            "usagetype": "USW1-BoxUsage:t2.2xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "t2.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "t2.2xlarge",
+        "ram": 32768,
+        "disk": 0,
+        "name": "t2.2xlarge",
+        "bandwidth": None
+    },
+    "d2.xlarge": {
+        "extra": {
+            "storage": "3 x 2000 HDD",
+            "ecu": "14",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "Storage optimized",
+            "memory": "30.5 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Host",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "APS3-HostBoxUsage:d2.xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "d2.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "d2.xlarge",
+        "ram": 31232,
+        "disk": 6000,
+        "name": "d2.xlarge",
+        "bandwidth": None
+    },
+    "i3.8xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "7000 Mbps",
+            "ecu": "99",
+            "vcpu": "32",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "Storage optimized",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "4 x 1.9 NVMe SSD",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USE2-DedicatedUsage:i3.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "i3.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i3.8xlarge",
+        "ram": 249856,
+        "disk": 4,
+        "name": "i3.8xlarge",
+        "bandwidth": 10
+    },
+    "i3.16xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "14000 Mbps",
+            "ecu": "200",
+            "vcpu": "64",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0004",
+            "instanceFamily": "Storage optimized",
+            "memory": "488 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "8 x 1.9 NVMe SSD",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "EUW2-DedicatedUsage:i3.16xlarge",
+            "networkPerformance": "20 Gigabit",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "i3.16xlarge",
+            "normalizationSizeFactor": "128",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "i3.16xlarge",
+        "ram": 499712,
+        "disk": 8,
+        "name": "i3.16xlarge",
+        "bandwidth": 20
+    },
+    "m5.24xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "12000 Mbps",
+            "ecu": "345",
+            "vcpu": "96",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "General purpose",
+            "memory": "384 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8175",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-BoxUsage:m5.24xlarge",
+            "networkPerformance": "25 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m5.24xlarge",
+            "normalizationSizeFactor": "192",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m5.24xlarge",
+        "ram": 393216,
+        "disk": 0,
+        "name": "m5.24xlarge",
+        "bandwidth": 25
+    },
+    "g2.2xlarge": {
+        "extra": {
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "GPU instance",
+            "memory": "15 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "licenseModel": "No License required",
+            "storage": "1 x 60 SSD",
+            "tenancy": "Shared",
+            "clockSpeed": "2.6 GHz",
+            "usagetype": "APS2-BoxUsage:g2.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)",
+            "instanceType": "g2.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "gpu": "1"
+        },
+        "id": "g2.2xlarge",
+        "ram": 15360,
+        "disk": 60,
+        "name": "g2.2xlarge",
+        "bandwidth": None
+    },
+    "c3.xlarge": {
+        "extra": {
+            "storage": "2 x 40 SSD",
+            "ecu": "14",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "Compute optimized",
+            "memory": "7.5 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2680 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.8 GHz",
+            "usagetype": "APS1-DedicatedUsage:c3.xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "c3.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license"
+        },
+        "id": "c3.xlarge",
+        "ram": 7680,
+        "disk": 80,
+        "name": "c3.xlarge",
+        "bandwidth": None
+    },
+    "m5.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2120 Mbps",
+            "ecu": "31",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0200",
+            "instanceFamily": "General purpose",
+            "memory": "32 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8175",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "EUW3-BoxUsage:m5.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "m5.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m5.2xlarge",
+        "ram": 32768,
+        "disk": 0,
+        "name": "m5.2xlarge",
+        "bandwidth": 10
+    },
+    "m1.large": {
+        "extra": {
+            "ecu": "4",
+            "vcpu": "2",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "General purpose",
+            "memory": "7.5 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "2 x 420",
+            "tenancy": "Shared",
+            "usagetype": "USW1-BoxUsage:m1.large",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "m1.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m1.large",
+        "ram": 7680,
+        "disk": 840,
+        "name": "m1.large",
+        "bandwidth": None
+    },
+    "t2.large": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "General purpose",
+            "memory": "8 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "Up to 3.0 GHz",
+            "usagetype": "APS2-BoxUsage:t2.large",
+            "networkPerformance": "Low to Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "t2.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license"
+        },
+        "id": "t2.large",
+        "ram": 8192,
+        "disk": 0,
+        "name": "t2.large",
+        "bandwidth": None
+    },
+    "x1e.16xlarge": {
+        "extra": {
+            "intelTurboAvailable": "Yes",
+            "dedicatedEbsThroughput": "7000 Mbps",
+            "ecu": "179",
+            "vcpu": "64",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Memory optimized",
+            "memory": "1,952 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "storage": "1 x 1,920",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "DedicatedUsage:x1e.16xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "x1e.16xlarge",
+            "normalizationSizeFactor": "128",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "x1e.16xlarge",
+        "ram": 1998848,
+        "disk": 1920,
+        "name": "x1e.16xlarge",
+        "bandwidth": 10
+    },
+    "x1e.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1750 Mbps",
+            "ecu": "47",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "Memory optimized",
+            "memory": "488 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "storage": "1 x 480",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS2-DedicatedUsage:x1e.4xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "x1e.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "x1e.4xlarge",
+        "ram": 499712,
+        "disk": 480,
+        "name": "x1e.4xlarge",
+        "bandwidth": 10
+    },
+    "i2.8xlarge": {
+        "extra": {
+            "storage": "8 x 800 SSD",
+            "ecu": "104",
+            "vcpu": "32",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0100",
+            "instanceFamily": "Storage optimized",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "EU-DedicatedUsage:i2.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "i2.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "i2.8xlarge",
+        "ram": 249856,
+        "disk": 6400,
+        "name": "i2.8xlarge",
+        "bandwidth": 10
+    },
+    "p2.16xlarge": {
+        "extra": {
+            "storage": "EBS only",
+            "gpu": "16",
+            "ecu": "188",
+            "vcpu": "64",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "GPU instance",
+            "memory": "768 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS1-DedicatedUsage:p2.16xlarge",
+            "networkPerformance": "20 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "p2.16xlarge",
+            "normalizationSizeFactor": "128",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license"
+        },
+        "id": "p2.16xlarge",
+        "ram": 786432,
+        "disk": 0,
+        "name": "p2.16xlarge",
+        "bandwidth": 20
+    },
+    "h1.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1600 Mbps",
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "Storage optimized",
+            "memory": "32 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "1 x 2000 HDD",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USE2-BoxUsage:h1.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "h1.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "h1.2xlarge",
+        "ram": 32768,
+        "disk": 2000,
+        "name": "h1.2xlarge",
+        "bandwidth": 10
+    },
+    "m4.2xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "1000 Mbps",
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "General purpose",
+            "memory": "32 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "APN2-HostBoxUsage:m4.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m4.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m4.2xlarge",
+        "ram": 32768,
+        "disk": 0,
+        "name": "m4.2xlarge",
+        "bandwidth": None
+    },
+    "m4.4xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "2000 Mbps",
+            "ecu": "53.5",
+            "vcpu": "16",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "General purpose",
+            "memory": "64 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676 v3 (Haswell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "SAE1-HostBoxUsage:m4.4xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "m4.4xlarge",
+            "normalizationSizeFactor": "32",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m4.4xlarge",
+        "ram": 65536,
+        "disk": 0,
+        "name": "m4.4xlarge",
+        "bandwidth": None
+    },
+    "m5.xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2120 Mbps",
+            "ecu": "15",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "General purpose",
+            "memory": "16 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8175",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "EUW2-BoxUsage:m5.xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "m5.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m5.xlarge",
+        "ram": 16384,
+        "disk": 0,
+        "name": "m5.xlarge",
+        "bandwidth": 10
+    },
+    "g2.8xlarge": {
+        "extra": {
+            "ecu": "104",
+            "vcpu": "32",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "GPU instance",
+            "memory": "60 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "licenseModel": "No License required",
+            "storage": "2 x 120 SSD",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.6 GHz",
+            "usagetype": "APS2-DedicatedUsage:g2.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "physicalProcessor": "Intel Xeon E5-2670 (Sandy Bridge)",
+            "instanceType": "g2.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "gpu": "4"
+        },
+        "id": "g2.8xlarge",
+        "ram": 61440,
+        "disk": 240,
+        "name": "g2.8xlarge",
+        "bandwidth": 10
+    },
+    "m5.large": {
+        "extra": {
+            "dedicatedEbsThroughput": "Upto 2120 Mbps",
+            "ecu": "10",
+            "vcpu": "2",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "General purpose",
+            "memory": "8 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel AVX512, Intel Turbo",
+            "physicalProcessor": "Intel Xeon Platinum 8175",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "APS3-BoxUsage:m5.large",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "m5.large",
+            "normalizationSizeFactor": "4",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "m5.large",
+        "ram": 8192,
+        "disk": 0,
+        "name": "m5.large",
+        "bandwidth": 10
+    },
+    "r3.xlarge": {
+        "extra": {
+            "storage": "1 x 80 SSD",
+            "ecu": "13",
+            "vcpu": "4",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0200",
+            "instanceFamily": "Memory optimized",
+            "memory": "30.5 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "EUC1-BoxUsage:r3.xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Used",
+            "instanceType": "r3.xlarge",
+            "normalizationSizeFactor": "8",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "r3.xlarge",
+        "ram": 31232,
+        "disk": 80,
+        "name": "r3.xlarge",
+        "bandwidth": None
+    },
+    "m3.medium": {
+        "extra": {
+            "ecu": "3",
+            "vcpu": "1",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0002",
+            "instanceFamily": "General purpose",
+            "memory": "3.75 GiB",
+            "processorFeatures": "Intel AVX; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2670 v2 (Ivy Bridge/Sandy Bridge)",
+            "storage": "1 x 4 SSD",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.5 GHz",
+            "usagetype": "DedicatedUsage:m3.medium",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m3.medium",
+            "normalizationSizeFactor": "2",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m3.medium",
+        "ram": 3840,
+        "disk": 4,
+        "name": "m3.medium",
+        "bandwidth": None
+    },
+    "cc2.8xlarge": {
+        "extra": {
+            "ecu": "88",
+            "vcpu": "32",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "Compute optimized",
+            "memory": "60.5 GiB",
+            "physicalProcessor": "Intel Xeon E5-2670",
+            "storage": "4 x 840",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.6 GHz",
+            "usagetype": "APN1-DedicatedUsage:cc2.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "cc2.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "cc2.8xlarge",
+        "ram": 61952,
+        "disk": 3360,
+        "name": "cc2.8xlarge",
+        "bandwidth": 10
+    },
+    "f1.2xlarge": {
+        "extra": {
+            "ecu": "26",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0800",
+            "instanceFamily": "GPU instance",
+            "memory": "122 GiB",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "usagetype": "USW2-HostBoxUsage:f1.2xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "f1.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "Bring your own license"
+        },
+        "id": "f1.2xlarge",
+        "ram": 124928,
+        "disk": 0,
+        "name": "f1.2xlarge",
+        "bandwidth": 10
+    },
+    "m2.2xlarge": {
+        "extra": {
+            "ecu": "13",
+            "vcpu": "4",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0006",
+            "instanceFamily": "Memory optimized",
+            "memory": "34.2 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "1 x 850",
+            "tenancy": "Dedicated",
+            "usagetype": "EU-DedicatedUsage:m2.2xlarge",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "SQL Std",
+            "capacitystatus": "Used",
+            "instanceType": "m2.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m2.2xlarge",
+        "ram": 35020,
+        "disk": 850,
+        "name": "m2.2xlarge",
+        "bandwidth": None
+    },
+    "m1.small": {
+        "extra": {
+            "ecu": "1",
+            "vcpu": "1",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "General purpose",
+            "memory": "1.7 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "1 x 160",
+            "tenancy": "Dedicated",
+            "usagetype": "USW1-DedicatedUsage",
+            "networkPerformance": "Low",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m1.small",
+            "normalizationSizeFactor": "1",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m1.small",
+        "ram": 1740,
+        "disk": 160,
+        "name": "m1.small",
+        "bandwidth": None
+    },
+    "x1e.8xlarge": {
+        "extra": {
+            "intelTurboAvailable": "Yes",
+            "dedicatedEbsThroughput": "3500 Mbps",
+            "ecu": "91",
+            "vcpu": "32",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0102",
+            "instanceFamily": "Memory optimized",
+            "memory": "976 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "High Frequency Intel Xeon E7-8880 v3 (Haswell)",
+            "storage": "1 x 960",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Shared",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "USW2-BoxUsage:x1e.8xlarge",
+            "networkPerformance": "Up to 10 Gigabit",
+            "preInstalledSw": "SQL Ent",
+            "capacitystatus": "Used",
+            "instanceType": "x1e.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "x1e.8xlarge",
+        "ram": 999424,
+        "disk": 960,
+        "name": "x1e.8xlarge",
+        "bandwidth": 10
+    },
+    "g3.8xlarge": {
+        "extra": {
+            "gpu": "2",
+            "intelTurboAvailable": "Yes",
+            "dedicatedEbsThroughput": "7000 Mbps",
+            "ecu": "94",
+            "vcpu": "32",
+            "currentGeneration": "Yes",
+            "intelAvx2Available": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:000g",
+            "instanceFamily": "GPU instance",
+            "memory": "244 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "intelAvxAvailable": "Yes",
+            "tenancy": "Dedicated",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "APS1-DedicatedUsage:g3.8xlarge",
+            "networkPerformance": "10 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "g3.8xlarge",
+            "normalizationSizeFactor": "64",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "g3.8xlarge",
+        "ram": 249856,
+        "disk": 0,
+        "name": "g3.8xlarge",
+        "bandwidth": 10
+    },
+    "m1.medium": {
+        "extra": {
+            "ecu": "2",
+            "vcpu": "1",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "General purpose",
+            "memory": "3.75 GiB",
+            "physicalProcessor": "Intel Xeon Family",
+            "storage": "1 x 410",
+            "tenancy": "Dedicated",
+            "usagetype": "USW1-DedicatedUsage:m1.medium",
+            "networkPerformance": "Moderate",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "m1.medium",
+            "normalizationSizeFactor": "2",
+            "processorArchitecture": "32-bit or 64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required"
+        },
+        "id": "m1.medium",
+        "ram": 3840,
+        "disk": 410,
+        "name": "m1.medium",
+        "bandwidth": None
+    },
+    "r4.16xlarge": {
+        "extra": {
+            "dedicatedEbsThroughput": "12000 Mbps",
+            "ecu": "195",
+            "vcpu": "64",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0010",
+            "instanceFamily": "Memory optimized",
+            "memory": "488 GiB",
+            "processorFeatures": "Intel AVX, Intel AVX2, Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2686 v4 (Broadwell)",
+            "storage": "EBS only",
+            "tenancy": "Host",
+            "clockSpeed": "2.3 GHz",
+            "usagetype": "SAE1-HostBoxUsage:r4.16xlarge",
+            "networkPerformance": "20 Gigabit",
+            "preInstalledSw": "NA",
+            "capacitystatus": "Used",
+            "instanceType": "r4.16xlarge",
+            "normalizationSizeFactor": "128",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "No License required",
+            "enhancedNetworkingSupported": "Yes"
+        },
+        "id": "r4.16xlarge",
+        "ram": 499712,
+        "disk": 0,
+        "name": "r4.16xlarge",
+        "bandwidth": 20
+    },
+    "d2.2xlarge": {
+        "extra": {
+            "storage": "6 x 2000 HDD",
+            "ecu": "28",
+            "vcpu": "8",
+            "currentGeneration": "Yes",
+            "servicecode": "AmazonEC2",
+            "operation": "Hourly",
+            "instanceFamily": "Storage optimized",
+            "memory": "61 GiB",
+            "processorFeatures": "Intel AVX; Intel AVX2; Intel Turbo",
+            "physicalProcessor": "Intel Xeon E5-2676v3 (Haswell)",
+            "enhancedNetworkingSupported": "Yes",
+            "tenancy": "NA",
+            "clockSpeed": "2.4 GHz",
+            "usagetype": "APN2-EBSOptimized:d2.2xlarge",
+            "networkPerformance": "High",
+            "preInstalledSw": "NA",
+            "capacitystatus": "NA",
+            "instanceType": "d2.2xlarge",
+            "normalizationSizeFactor": "16",
+            "processorArchitecture": "64-bit",
+            "servicename": "Amazon Elastic Compute Cloud",
+            "licenseModel": "NA"
+        },
+        "id": "d2.2xlarge",
+        "ram": 62464,
+        "disk": 12000,
+        "name": "d2.2xlarge",
+        "bandwidth": None
+    },
+    "t1.micro": {
+        "extra": {
+            "ecu": "Variable",
+            "vcpu": "1",
+            "currentGeneration": "No",
+            "servicecode": "AmazonEC2",
+            "operation": "RunInstances:0202",
+            "instanceFamily": "Micro instances",
+            "memory": "0.613 GiB",
+            "physicalProcessor": "Variable",
+            "storage": "EBS only",
+            "tenancy": "Shared",
+            "usagetype": "BoxUsage:t1.micro",
+            "networkPerformance": "Very Low",
+            "preInstalledSw": "SQL Web",
+            "capacitystatus": "Us

<TRUNCATED>

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