You are viewing a plain text version of this content. The canonical link for it is here.
Posted to notifications@libcloud.apache.org by to...@apache.org on 2022/05/10 22:18:50 UTC

[libcloud] 05/05: Re-format code with black.

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 e509e359643e6b6d137943e9e33db90583f23d19
Author: Tomaz Muraus <to...@tomaz.me>
AuthorDate: Wed May 11 00:16:34 2022 +0200

    Re-format code with black.
---
 contrib/scrape-ec2-prices.py                       |    4 +-
 libcloud/compute/constants/ec2_instance_types.py   | 1904 ++++++++++----------
 .../constants/ec2_region_details_complete.py       |   86 +-
 .../constants/ec2_region_details_partial.py        |   50 +-
 4 files changed, 1022 insertions(+), 1022 deletions(-)

diff --git a/contrib/scrape-ec2-prices.py b/contrib/scrape-ec2-prices.py
index 6c43cc3a6..274ca414b 100755
--- a/contrib/scrape-ec2-prices.py
+++ b/contrib/scrape-ec2-prices.py
@@ -58,7 +58,7 @@ EC2_REGIONS = [
     "sa-east-1",
     "cn-north-1",
     "ap-east-1",
-    "af-south-1"
+    "af-south-1",
 ]
 
 EC2_INSTANCE_TYPES = [
@@ -148,7 +148,7 @@ REGION_NAME_MAP = {
     "us-gov-west-1": "ec2_us_govwest",
     "cn-north-1": "ec2_cn_north",
     "ap-east-1": "ec2_ap_east",
-    "af-south-1": "ec2_af_south"
+    "af-south-1": "ec2_af_south",
 }
 
 INSTANCE_SIZES = [
diff --git a/libcloud/compute/constants/ec2_instance_types.py b/libcloud/compute/constants/ec2_instance_types.py
index 6e19978eb..5bcab54ee 100644
--- a/libcloud/compute/constants/ec2_instance_types.py
+++ b/libcloud/compute/constants/ec2_instance_types.py
@@ -43,11 +43,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "a1.2xlarge",
         "name": "a1.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "a1.4xlarge": {
         "bandwidth": 10,
@@ -76,11 +76,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "a1.4xlarge",
         "name": "a1.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "a1.large": {
         "bandwidth": 10,
@@ -110,11 +110,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "a1.large",
         "name": "a1.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "a1.medium": {
         "bandwidth": 10,
@@ -144,11 +144,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "a1.medium",
         "name": "a1.medium",
-        "ram": 2048
+        "ram": 2048,
     },
     "a1.xlarge": {
         "bandwidth": 10,
@@ -178,11 +178,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "a1.xlarge",
         "name": "a1.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c1.medium": {
         "bandwidth": None,
@@ -209,11 +209,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 350 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c1.medium",
         "name": "c1.medium",
-        "ram": 1740
+        "ram": 1740,
     },
     "c1.xlarge": {
         "bandwidth": None,
@@ -240,11 +240,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 420 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c1.xlarge",
         "name": "c1.xlarge",
-        "ram": 7168
+        "ram": 7168,
     },
     "c3.2xlarge": {
         "bandwidth": None,
@@ -274,11 +274,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 80 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c3.2xlarge",
         "name": "c3.2xlarge",
-        "ram": 15360
+        "ram": 15360,
     },
     "c3.4xlarge": {
         "bandwidth": None,
@@ -307,11 +307,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 160 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c3.4xlarge",
         "name": "c3.4xlarge",
-        "ram": 30720
+        "ram": 30720,
     },
     "c3.8xlarge": {
         "bandwidth": 10,
@@ -341,11 +341,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 320 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c3.8xlarge",
         "name": "c3.8xlarge",
-        "ram": 61440
+        "ram": 61440,
     },
     "c3.large": {
         "bandwidth": None,
@@ -374,11 +374,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 16 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c3.large",
         "name": "c3.large",
-        "ram": 3840
+        "ram": 3840,
     },
     "c3.xlarge": {
         "bandwidth": None,
@@ -408,11 +408,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 40 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c3.xlarge",
         "name": "c3.xlarge",
-        "ram": 7680
+        "ram": 7680,
     },
     "c4.2xlarge": {
         "bandwidth": None,
@@ -442,11 +442,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c4.2xlarge",
         "name": "c4.2xlarge",
-        "ram": 15360
+        "ram": 15360,
     },
     "c4.4xlarge": {
         "bandwidth": None,
@@ -477,11 +477,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c4.4xlarge",
         "name": "c4.4xlarge",
-        "ram": 30720
+        "ram": 30720,
     },
     "c4.8xlarge": {
         "bandwidth": 10,
@@ -512,11 +512,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "36",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c4.8xlarge",
         "name": "c4.8xlarge",
-        "ram": 61440
+        "ram": 61440,
     },
     "c4.large": {
         "bandwidth": None,
@@ -547,11 +547,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c4.large",
         "name": "c4.large",
-        "ram": 3840
+        "ram": 3840,
     },
     "c4.xlarge": {
         "bandwidth": None,
@@ -581,11 +581,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c4.xlarge",
         "name": "c4.xlarge",
-        "ram": 7680
+        "ram": 7680,
     },
     "c5.12xlarge": {
         "bandwidth": 12,
@@ -616,11 +616,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.12xlarge",
         "name": "c5.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c5.18xlarge": {
         "bandwidth": 25,
@@ -651,11 +651,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "72",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.18xlarge",
         "name": "c5.18xlarge",
-        "ram": 147456
+        "ram": 147456,
     },
     "c5.24xlarge": {
         "bandwidth": 25,
@@ -686,11 +686,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.24xlarge",
         "name": "c5.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c5.2xlarge": {
         "bandwidth": 10,
@@ -720,11 +720,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.2xlarge",
         "name": "c5.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c5.4xlarge": {
         "bandwidth": 10,
@@ -754,11 +754,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.4xlarge",
         "name": "c5.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c5.9xlarge": {
         "bandwidth": 10,
@@ -788,11 +788,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "36",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.9xlarge",
         "name": "c5.9xlarge",
-        "ram": 73728
+        "ram": 73728,
     },
     "c5.large": {
         "bandwidth": 10,
@@ -822,11 +822,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.large",
         "name": "c5.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c5.xlarge": {
         "bandwidth": 10,
@@ -857,11 +857,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5.xlarge",
         "name": "c5.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c5a.12xlarge": {
         "bandwidth": 12,
@@ -891,11 +891,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.12xlarge",
         "name": "c5a.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c5a.16xlarge": {
         "bandwidth": 20,
@@ -926,11 +926,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.16xlarge",
         "name": "c5a.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c5a.24xlarge": {
         "bandwidth": 20,
@@ -961,11 +961,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.24xlarge",
         "name": "c5a.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c5a.2xlarge": {
         "bandwidth": 10,
@@ -996,11 +996,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.2xlarge",
         "name": "c5a.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c5a.4xlarge": {
         "bandwidth": 10,
@@ -1031,11 +1031,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.4xlarge",
         "name": "c5a.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c5a.8xlarge": {
         "bandwidth": 10,
@@ -1066,11 +1066,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.8xlarge",
         "name": "c5a.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c5a.large": {
         "bandwidth": 10,
@@ -1100,11 +1100,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.large",
         "name": "c5a.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c5a.xlarge": {
         "bandwidth": 10,
@@ -1134,11 +1134,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5a.xlarge",
         "name": "c5a.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c5ad.12xlarge": {
         "bandwidth": 12,
@@ -1169,11 +1169,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.12xlarge",
         "name": "c5ad.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c5ad.16xlarge": {
         "bandwidth": 20,
@@ -1203,11 +1203,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1200 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.16xlarge",
         "name": "c5ad.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c5ad.24xlarge": {
         "bandwidth": 20,
@@ -1238,11 +1238,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.24xlarge",
         "name": "c5ad.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c5ad.2xlarge": {
         "bandwidth": 10,
@@ -1273,11 +1273,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.2xlarge",
         "name": "c5ad.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c5ad.4xlarge": {
         "bandwidth": 10,
@@ -1308,11 +1308,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.4xlarge",
         "name": "c5ad.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c5ad.8xlarge": {
         "bandwidth": 10,
@@ -1343,11 +1343,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.8xlarge",
         "name": "c5ad.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c5ad.large": {
         "bandwidth": 10,
@@ -1378,11 +1378,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.large",
         "name": "c5ad.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c5ad.xlarge": {
         "bandwidth": 10,
@@ -1412,11 +1412,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5ad.xlarge",
         "name": "c5ad.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c5d.12xlarge": {
         "bandwidth": 12,
@@ -1446,11 +1446,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.12xlarge",
         "name": "c5d.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c5d.18xlarge": {
         "bandwidth": 25,
@@ -1481,11 +1481,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "72",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.18xlarge",
         "name": "c5d.18xlarge",
-        "ram": 147456
+        "ram": 147456,
     },
     "c5d.24xlarge": {
         "bandwidth": 25,
@@ -1516,11 +1516,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.24xlarge",
         "name": "c5d.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c5d.2xlarge": {
         "bandwidth": 10,
@@ -1550,11 +1550,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 200 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.2xlarge",
         "name": "c5d.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c5d.4xlarge": {
         "bandwidth": 10,
@@ -1585,11 +1585,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 400 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.4xlarge",
         "name": "c5d.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c5d.9xlarge": {
         "bandwidth": 10,
@@ -1619,11 +1619,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 900 NVMe SSD",
             "vcpu": "36",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.9xlarge",
         "name": "c5d.9xlarge",
-        "ram": 73728
+        "ram": 73728,
     },
     "c5d.large": {
         "bandwidth": 10,
@@ -1653,11 +1653,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 50 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.large",
         "name": "c5d.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c5d.xlarge": {
         "bandwidth": 10,
@@ -1688,11 +1688,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 100 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5d.xlarge",
         "name": "c5d.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c5n.18xlarge": {
         "bandwidth": 100,
@@ -1723,11 +1723,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "72",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.18xlarge",
         "name": "c5n.18xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c5n.2xlarge": {
         "bandwidth": 25,
@@ -1757,11 +1757,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.2xlarge",
         "name": "c5n.2xlarge",
-        "ram": 21504
+        "ram": 21504,
     },
     "c5n.4xlarge": {
         "bandwidth": 25,
@@ -1791,11 +1791,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.4xlarge",
         "name": "c5n.4xlarge",
-        "ram": 43008
+        "ram": 43008,
     },
     "c5n.9xlarge": {
         "bandwidth": 50,
@@ -1826,11 +1826,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "36",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.9xlarge",
         "name": "c5n.9xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c5n.large": {
         "bandwidth": 25,
@@ -1860,11 +1860,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.large",
         "name": "c5n.large",
-        "ram": 5376
+        "ram": 5376,
     },
     "c5n.xlarge": {
         "bandwidth": 25,
@@ -1894,11 +1894,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c5n.xlarge",
         "name": "c5n.xlarge",
-        "ram": 10752
+        "ram": 10752,
     },
     "c6a.12xlarge": {
         "bandwidth": 18750,
@@ -1929,11 +1929,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.12xlarge",
         "name": "c6a.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c6a.16xlarge": {
         "bandwidth": 25000,
@@ -1964,11 +1964,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.16xlarge",
         "name": "c6a.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c6a.24xlarge": {
         "bandwidth": 37500,
@@ -1998,11 +1998,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.24xlarge",
         "name": "c6a.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c6a.2xlarge": {
         "bandwidth": 12500,
@@ -2033,11 +2033,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.2xlarge",
         "name": "c6a.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c6a.32xlarge": {
         "bandwidth": 50000,
@@ -2068,11 +2068,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.32xlarge",
         "name": "c6a.32xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "c6a.48xlarge": {
         "bandwidth": 50000,
@@ -2103,11 +2103,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "192",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.48xlarge",
         "name": "c6a.48xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "c6a.4xlarge": {
         "bandwidth": 12500,
@@ -2138,11 +2138,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.4xlarge",
         "name": "c6a.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c6a.8xlarge": {
         "bandwidth": 12500,
@@ -2172,11 +2172,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.8xlarge",
         "name": "c6a.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c6a.large": {
         "bandwidth": 12500,
@@ -2207,11 +2207,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.large",
         "name": "c6a.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c6a.xlarge": {
         "bandwidth": 12500,
@@ -2242,11 +2242,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6a.xlarge",
         "name": "c6a.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c6g.12xlarge": {
         "bandwidth": 20,
@@ -2276,11 +2276,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.12xlarge",
         "name": "c6g.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c6g.16xlarge": {
         "bandwidth": 25,
@@ -2310,11 +2310,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.16xlarge",
         "name": "c6g.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c6g.2xlarge": {
         "bandwidth": 10,
@@ -2344,11 +2344,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.2xlarge",
         "name": "c6g.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c6g.4xlarge": {
         "bandwidth": 10,
@@ -2377,11 +2377,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.4xlarge",
         "name": "c6g.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c6g.8xlarge": {
         "bandwidth": 10,
@@ -2411,11 +2411,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.8xlarge",
         "name": "c6g.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c6g.large": {
         "bandwidth": 10,
@@ -2445,11 +2445,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.large",
         "name": "c6g.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c6g.medium": {
         "bandwidth": 10,
@@ -2478,11 +2478,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.medium",
         "name": "c6g.medium",
-        "ram": 2048
+        "ram": 2048,
     },
     "c6g.xlarge": {
         "bandwidth": 10,
@@ -2511,11 +2511,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6g.xlarge",
         "name": "c6g.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c6gd.12xlarge": {
         "bandwidth": 20,
@@ -2544,11 +2544,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.12xlarge",
         "name": "c6gd.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c6gd.16xlarge": {
         "bandwidth": 25,
@@ -2578,11 +2578,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.16xlarge",
         "name": "c6gd.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c6gd.2xlarge": {
         "bandwidth": 10,
@@ -2612,11 +2612,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 475 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.2xlarge",
         "name": "c6gd.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c6gd.4xlarge": {
         "bandwidth": 10,
@@ -2646,11 +2646,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.4xlarge",
         "name": "c6gd.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c6gd.8xlarge": {
         "bandwidth": 10,
@@ -2679,11 +2679,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.8xlarge",
         "name": "c6gd.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c6gd.large": {
         "bandwidth": 10,
@@ -2712,11 +2712,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 118 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.large",
         "name": "c6gd.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c6gd.medium": {
         "bandwidth": 10,
@@ -2746,11 +2746,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 59 NVMe SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.medium",
         "name": "c6gd.medium",
-        "ram": 2048
+        "ram": 2048,
     },
     "c6gd.xlarge": {
         "bandwidth": 10,
@@ -2780,11 +2780,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 237 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gd.xlarge",
         "name": "c6gd.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c6gn.12xlarge": {
         "bandwidth": 75,
@@ -2813,11 +2813,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.12xlarge",
         "name": "c6gn.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c6gn.16xlarge": {
         "bandwidth": 100,
@@ -2847,11 +2847,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.16xlarge",
         "name": "c6gn.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c6gn.2xlarge": {
         "bandwidth": 25,
@@ -2881,11 +2881,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.2xlarge",
         "name": "c6gn.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c6gn.4xlarge": {
         "bandwidth": 25,
@@ -2914,11 +2914,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.4xlarge",
         "name": "c6gn.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c6gn.8xlarge": {
         "bandwidth": 50,
@@ -2948,11 +2948,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.8xlarge",
         "name": "c6gn.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c6gn.large": {
         "bandwidth": 25,
@@ -2981,11 +2981,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.large",
         "name": "c6gn.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c6gn.medium": {
         "bandwidth": 25,
@@ -3014,11 +3014,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.medium",
         "name": "c6gn.medium",
-        "ram": 2048
+        "ram": 2048,
     },
     "c6gn.xlarge": {
         "bandwidth": 25,
@@ -3048,11 +3048,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6gn.xlarge",
         "name": "c6gn.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "c6i.12xlarge": {
         "bandwidth": 18750,
@@ -3083,11 +3083,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.12xlarge",
         "name": "c6i.12xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "c6i.16xlarge": {
         "bandwidth": 25000,
@@ -3118,11 +3118,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.16xlarge",
         "name": "c6i.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "c6i.24xlarge": {
         "bandwidth": 37500,
@@ -3153,11 +3153,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.24xlarge",
         "name": "c6i.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "c6i.2xlarge": {
         "bandwidth": 12500,
@@ -3188,11 +3188,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.2xlarge",
         "name": "c6i.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "c6i.32xlarge": {
         "bandwidth": 50000,
@@ -3223,11 +3223,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.32xlarge",
         "name": "c6i.32xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "c6i.4xlarge": {
         "bandwidth": 12500,
@@ -3258,11 +3258,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.4xlarge",
         "name": "c6i.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "c6i.8xlarge": {
         "bandwidth": 12500,
@@ -3292,11 +3292,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.8xlarge",
         "name": "c6i.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "c6i.large": {
         "bandwidth": 12500,
@@ -3326,11 +3326,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.large",
         "name": "c6i.large",
-        "ram": 4096
+        "ram": 4096,
     },
     "c6i.xlarge": {
         "bandwidth": 12500,
@@ -3360,11 +3360,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "c6i.xlarge",
         "name": "c6i.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "cc2.8xlarge": {
         "bandwidth": 10,
@@ -3392,11 +3392,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 840 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "cc2.8xlarge",
         "name": "cc2.8xlarge",
-        "ram": 61952
+        "ram": 61952,
     },
     "cr1.8xlarge": {
         "bandwidth": 10,
@@ -3419,11 +3419,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 120 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "cr1.8xlarge",
         "name": "cr1.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "d2.2xlarge": {
         "bandwidth": None,
@@ -3454,11 +3454,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "6 x 2000 HDD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d2.2xlarge",
         "name": "d2.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "d2.4xlarge": {
         "bandwidth": None,
@@ -3488,11 +3488,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "12 x 2000 HDD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d2.4xlarge",
         "name": "d2.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "d2.8xlarge": {
         "bandwidth": 10,
@@ -3522,11 +3522,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "24 x 2000 HDD",
             "vcpu": "36",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d2.8xlarge",
         "name": "d2.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "d2.xlarge": {
         "bandwidth": None,
@@ -3556,11 +3556,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "3 x 2000 HDD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d2.xlarge",
         "name": "d2.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "d3.2xlarge": {
         "bandwidth": 15,
@@ -3591,11 +3591,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "6 x 2000 HDD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3.2xlarge",
         "name": "d3.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "d3.4xlarge": {
         "bandwidth": 15,
@@ -3626,11 +3626,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "12 x 2000 HDD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3.4xlarge",
         "name": "d3.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "d3.8xlarge": {
         "bandwidth": 25,
@@ -3660,11 +3660,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "24 x 2000 HDD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3.8xlarge",
         "name": "d3.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "d3.xlarge": {
         "bandwidth": 15,
@@ -3695,11 +3695,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "3 x 2000 HDD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3.xlarge",
         "name": "d3.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "d3en.12xlarge": {
         "bandwidth": 75,
@@ -3730,11 +3730,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "24 x 14000 HDD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.12xlarge",
         "name": "d3en.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "d3en.2xlarge": {
         "bandwidth": 25,
@@ -3765,11 +3765,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 14000 HDD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.2xlarge",
         "name": "d3en.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "d3en.4xlarge": {
         "bandwidth": 25,
@@ -3800,11 +3800,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 14000 HDD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.4xlarge",
         "name": "d3en.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "d3en.6xlarge": {
         "bandwidth": 40,
@@ -3835,11 +3835,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "12 x 14000 HDD",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.6xlarge",
         "name": "d3en.6xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "d3en.8xlarge": {
         "bandwidth": 50,
@@ -3870,11 +3870,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "16 x 14000 HDD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.8xlarge",
         "name": "d3en.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "d3en.xlarge": {
         "bandwidth": 25,
@@ -3905,11 +3905,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 14000 HDD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "d3en.xlarge",
         "name": "d3en.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "dl1.24xlarge": {
         "bandwidth": 400,
@@ -3939,11 +3939,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 1000 GB NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "dl1.24xlarge",
         "name": "dl1.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "f1.16xlarge": {
         "bandwidth": 25,
@@ -3973,11 +3973,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 940 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "f1.16xlarge",
         "name": "f1.16xlarge",
-        "ram": 999424
+        "ram": 999424,
     },
     "f1.2xlarge": {
         "bandwidth": 10,
@@ -4008,11 +4008,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 470 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "f1.2xlarge",
         "name": "f1.2xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "f1.4xlarge": {
         "bandwidth": 10,
@@ -4043,11 +4043,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 940 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "f1.4xlarge",
         "name": "f1.4xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "g2.2xlarge": {
         "bandwidth": None,
@@ -4077,11 +4077,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 60 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g2.2xlarge",
         "name": "g2.2xlarge",
-        "ram": 15360
+        "ram": 15360,
     },
     "g2.8xlarge": {
         "bandwidth": None,
@@ -4112,11 +4112,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 120 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g2.8xlarge",
         "name": "g2.8xlarge",
-        "ram": 61440
+        "ram": 61440,
     },
     "g3.16xlarge": {
         "bandwidth": 20,
@@ -4148,11 +4148,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g3.16xlarge",
         "name": "g3.16xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "g3.4xlarge": {
         "bandwidth": 10,
@@ -4183,11 +4183,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g3.4xlarge",
         "name": "g3.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "g3.8xlarge": {
         "bandwidth": 10,
@@ -4218,11 +4218,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g3.8xlarge",
         "name": "g3.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "g3s.xlarge": {
         "bandwidth": 10,
@@ -4253,11 +4253,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g3s.xlarge",
         "name": "g3s.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "g4ad.16xlarge": {
         "bandwidth": 25,
@@ -4289,11 +4289,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2400 GB NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4ad.16xlarge",
         "name": "g4ad.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "g4ad.2xlarge": {
         "bandwidth": 10,
@@ -4324,11 +4324,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "300 GB NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4ad.2xlarge",
         "name": "g4ad.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "g4ad.4xlarge": {
         "bandwidth": 10,
@@ -4360,11 +4360,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "600 GB NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4ad.4xlarge",
         "name": "g4ad.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "g4ad.8xlarge": {
         "bandwidth": 15,
@@ -4396,11 +4396,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1200 GB NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4ad.8xlarge",
         "name": "g4ad.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "g4ad.xlarge": {
         "bandwidth": 10,
@@ -4431,11 +4431,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "150 GB NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4ad.xlarge",
         "name": "g4ad.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "g4dn.12xlarge": {
         "bandwidth": 50,
@@ -4467,11 +4467,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "900 GB NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.12xlarge",
         "name": "g4dn.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "g4dn.16xlarge": {
         "bandwidth": 50,
@@ -4502,11 +4502,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "900 GB NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.16xlarge",
         "name": "g4dn.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "g4dn.2xlarge": {
         "bandwidth": 25,
@@ -4538,11 +4538,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "225 GB NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.2xlarge",
         "name": "g4dn.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "g4dn.4xlarge": {
         "bandwidth": 25,
@@ -4574,11 +4574,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "225 GB NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.4xlarge",
         "name": "g4dn.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "g4dn.8xlarge": {
         "bandwidth": 50,
@@ -4610,11 +4610,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "900 GB NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.8xlarge",
         "name": "g4dn.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "g4dn.xlarge": {
         "bandwidth": 25,
@@ -4646,11 +4646,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "125 GB NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g4dn.xlarge",
         "name": "g4dn.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "g5.12xlarge": {
         "bandwidth": 40,
@@ -4682,11 +4682,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 3800 GB NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.12xlarge",
         "name": "g5.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "g5.16xlarge": {
         "bandwidth": 25,
@@ -4718,11 +4718,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 GB NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.16xlarge",
         "name": "g5.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "g5.24xlarge": {
         "bandwidth": 50,
@@ -4754,11 +4754,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 3800 GB NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.24xlarge",
         "name": "g5.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "g5.2xlarge": {
         "bandwidth": 10,
@@ -4790,11 +4790,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 450 GB NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.2xlarge",
         "name": "g5.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "g5.48xlarge": {
         "bandwidth": 100,
@@ -4826,11 +4826,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 3800 GB NVMe SSD",
             "vcpu": "192",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.48xlarge",
         "name": "g5.48xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "g5.4xlarge": {
         "bandwidth": 25,
@@ -4862,11 +4862,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 600 GB NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.4xlarge",
         "name": "g5.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "g5.8xlarge": {
         "bandwidth": 25,
@@ -4897,11 +4897,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 900 GB NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.8xlarge",
         "name": "g5.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "g5.xlarge": {
         "bandwidth": 10,
@@ -4932,11 +4932,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 250 GB NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5.xlarge",
         "name": "g5.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "g5g.16xlarge": {
         "bandwidth": 25,
@@ -4966,11 +4966,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5g.16xlarge",
         "name": "g5g.16xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "g5g.2xlarge": {
         "bandwidth": 10,
@@ -5001,11 +5001,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5g.2xlarge",
         "name": "g5g.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "g5g.4xlarge": {
         "bandwidth": 10,
@@ -5036,11 +5036,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5g.4xlarge",
         "name": "g5g.4xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "g5g.8xlarge": {
         "bandwidth": 12,
@@ -5071,11 +5071,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5g.8xlarge",
         "name": "g5g.8xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "g5g.xlarge": {
         "bandwidth": 10,
@@ -5105,11 +5105,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "g5g.xlarge",
         "name": "g5g.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "h1.16xlarge": {
         "bandwidth": 25,
@@ -5140,11 +5140,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 2000 HDD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "h1.16xlarge",
         "name": "h1.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "h1.2xlarge": {
         "bandwidth": 10,
@@ -5174,11 +5174,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 2000 HDD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "h1.2xlarge",
         "name": "h1.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "h1.4xlarge": {
         "bandwidth": 10,
@@ -5209,11 +5209,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 2000 HDD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "h1.4xlarge",
         "name": "h1.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "h1.8xlarge": {
         "bandwidth": 10,
@@ -5244,11 +5244,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 2000 HDD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "h1.8xlarge",
         "name": "h1.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "hpc6a.48xlarge": {
         "bandwidth": 100,
@@ -5278,11 +5278,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "hpc6a.48xlarge",
         "name": "hpc6a.48xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "hs1.8xlarge": {
         "bandwidth": 10,
@@ -5310,11 +5310,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "24 x 2000 HDD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "hs1.8xlarge",
         "name": "hs1.8xlarge",
-        "ram": 119808
+        "ram": 119808,
     },
     "i2.2xlarge": {
         "bandwidth": None,
@@ -5344,11 +5344,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 800 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i2.2xlarge",
         "name": "i2.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "i2.4xlarge": {
         "bandwidth": None,
@@ -5379,11 +5379,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 800 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i2.4xlarge",
         "name": "i2.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "i2.8xlarge": {
         "bandwidth": 10,
@@ -5413,11 +5413,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 800 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i2.8xlarge",
         "name": "i2.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "i2.large": {
         "bandwidth": None,
@@ -5447,11 +5447,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 800 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i2.large",
         "name": "i2.large",
-        "ram": 15360
+        "ram": 15360,
     },
     "i2.xlarge": {
         "bandwidth": None,
@@ -5481,11 +5481,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 800 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i2.xlarge",
         "name": "i2.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "i3.16xlarge": {
         "bandwidth": 20,
@@ -5515,11 +5515,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.16xlarge",
         "name": "i3.16xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "i3.2xlarge": {
         "bandwidth": 10,
@@ -5549,11 +5549,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.2xlarge",
         "name": "i3.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "i3.4xlarge": {
         "bandwidth": 10,
@@ -5584,11 +5584,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.4xlarge",
         "name": "i3.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "i3.8xlarge": {
         "bandwidth": 10,
@@ -5618,11 +5618,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 1900 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.8xlarge",
         "name": "i3.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "i3.large": {
         "bandwidth": 10,
@@ -5652,11 +5652,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 475 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.large",
         "name": "i3.large",
-        "ram": 15616
+        "ram": 15616,
     },
     "i3.xlarge": {
         "bandwidth": 10,
@@ -5687,11 +5687,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3.xlarge",
         "name": "i3.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "i3en.12xlarge": {
         "bandwidth": 50,
@@ -5722,11 +5722,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 7500 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.12xlarge",
         "name": "i3en.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "i3en.24xlarge": {
         "bandwidth": 100,
@@ -5756,11 +5756,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 7500 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.24xlarge",
         "name": "i3en.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "i3en.2xlarge": {
         "bandwidth": 25,
@@ -5790,11 +5790,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 2500 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.2xlarge",
         "name": "i3en.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "i3en.3xlarge": {
         "bandwidth": 25,
@@ -5824,11 +5824,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 7500 NVMe SSD",
             "vcpu": "12",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.3xlarge",
         "name": "i3en.3xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "i3en.6xlarge": {
         "bandwidth": 25,
@@ -5859,11 +5859,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 7500 NVMe SSD",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.6xlarge",
         "name": "i3en.6xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "i3en.large": {
         "bandwidth": 25,
@@ -5894,11 +5894,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1250 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.large",
         "name": "i3en.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "i3en.xlarge": {
         "bandwidth": 25,
@@ -5928,11 +5928,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 2500 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i3en.xlarge",
         "name": "i3en.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "i4i.16xlarge": {
         "bandwidth": 37500,
@@ -5962,11 +5962,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 3750 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.16xlarge",
         "name": "i4i.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "i4i.2xlarge": {
         "bandwidth": 12,
@@ -5997,11 +5997,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1875 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.2xlarge",
         "name": "i4i.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "i4i.32xlarge": {
         "bandwidth": 75000,
@@ -6032,11 +6032,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 3750 SSD",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.32xlarge",
         "name": "i4i.32xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "i4i.4xlarge": {
         "bandwidth": 25,
@@ -6067,11 +6067,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 3750 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.4xlarge",
         "name": "i4i.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "i4i.8xlarge": {
         "bandwidth": 18750,
@@ -6102,11 +6102,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 3750 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.8xlarge",
         "name": "i4i.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "i4i.large": {
         "bandwidth": 10,
@@ -6137,11 +6137,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 468 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.large",
         "name": "i4i.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "i4i.xlarge": {
         "bandwidth": 10,
@@ -6172,11 +6172,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 937 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "i4i.xlarge",
         "name": "i4i.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "im4gn.16xlarge": {
         "bandwidth": 100,
@@ -6205,11 +6205,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 7500 SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.16xlarge",
         "name": "im4gn.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "im4gn.2xlarge": {
         "bandwidth": 25,
@@ -6238,11 +6238,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 3750 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.2xlarge",
         "name": "im4gn.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "im4gn.4xlarge": {
         "bandwidth": 25,
@@ -6272,11 +6272,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 7500 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.4xlarge",
         "name": "im4gn.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "im4gn.8xlarge": {
         "bandwidth": 50,
@@ -6305,11 +6305,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 7500 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.8xlarge",
         "name": "im4gn.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "im4gn.large": {
         "bandwidth": 25,
@@ -6338,11 +6338,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 937 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.large",
         "name": "im4gn.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "im4gn.xlarge": {
         "bandwidth": 25,
@@ -6371,11 +6371,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1875 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "im4gn.xlarge",
         "name": "im4gn.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "inf1.24xlarge": {
         "bandwidth": 100,
@@ -6403,11 +6403,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "inf1.24xlarge",
         "name": "inf1.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "inf1.2xlarge": {
         "bandwidth": 25,
@@ -6435,11 +6435,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "inf1.2xlarge",
         "name": "inf1.2xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "inf1.6xlarge": {
         "bandwidth": 25,
@@ -6468,11 +6468,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "inf1.6xlarge",
         "name": "inf1.6xlarge",
-        "ram": 49152
+        "ram": 49152,
     },
     "inf1.xlarge": {
         "bandwidth": 25,
@@ -6500,11 +6500,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "inf1.xlarge",
         "name": "inf1.xlarge",
-        "ram": 8192
+        "ram": 8192,
     },
     "is4gen.2xlarge": {
         "bandwidth": 25,
@@ -6534,11 +6534,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 7500 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.2xlarge",
         "name": "is4gen.2xlarge",
-        "ram": 49152
+        "ram": 49152,
     },
     "is4gen.4xlarge": {
         "bandwidth": 25,
@@ -6568,11 +6568,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 7500 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.4xlarge",
         "name": "is4gen.4xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "is4gen.8xlarge": {
         "bandwidth": 50,
@@ -6601,11 +6601,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 7500 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.8xlarge",
         "name": "is4gen.8xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "is4gen.large": {
         "bandwidth": 25,
@@ -6635,11 +6635,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1875 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.large",
         "name": "is4gen.large",
-        "ram": 12288
+        "ram": 12288,
     },
     "is4gen.medium": {
         "bandwidth": 25,
@@ -6668,11 +6668,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 937 SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.medium",
         "name": "is4gen.medium",
-        "ram": 6144
+        "ram": 6144,
     },
     "is4gen.xlarge": {
         "bandwidth": 25,
@@ -6702,11 +6702,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 3750 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "is4gen.xlarge",
         "name": "is4gen.xlarge",
-        "ram": 24576
+        "ram": 24576,
     },
     "m1.large": {
         "bandwidth": None,
@@ -6733,11 +6733,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 420 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m1.large",
         "name": "m1.large",
-        "ram": 7680
+        "ram": 7680,
     },
     "m1.medium": {
         "bandwidth": None,
@@ -6764,11 +6764,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 410 SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m1.medium",
         "name": "m1.medium",
-        "ram": 3840
+        "ram": 3840,
     },
     "m1.small": {
         "bandwidth": None,
@@ -6795,11 +6795,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 160 SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m1.small",
         "name": "m1.small",
-        "ram": 1740
+        "ram": 1740,
     },
     "m1.xlarge": {
         "bandwidth": None,
@@ -6826,11 +6826,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 420 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m1.xlarge",
         "name": "m1.xlarge",
-        "ram": 15360
+        "ram": 15360,
     },
     "m2.2xlarge": {
         "bandwidth": None,
@@ -6857,11 +6857,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 850 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m2.2xlarge",
         "name": "m2.2xlarge",
-        "ram": 35020
+        "ram": 35020,
     },
     "m2.4xlarge": {
         "bandwidth": None,
@@ -6888,11 +6888,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 840 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m2.4xlarge",
         "name": "m2.4xlarge",
-        "ram": 70041
+        "ram": 70041,
     },
     "m2.xlarge": {
         "bandwidth": None,
@@ -6919,11 +6919,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 420 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m2.xlarge",
         "name": "m2.xlarge",
-        "ram": 17510
+        "ram": 17510,
     },
     "m3.2xlarge": {
         "bandwidth": None,
@@ -6953,11 +6953,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 80 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m3.2xlarge",
         "name": "m3.2xlarge",
-        "ram": 30720
+        "ram": 30720,
     },
     "m3.large": {
         "bandwidth": None,
@@ -6986,11 +6986,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 32 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m3.large",
         "name": "m3.large",
-        "ram": 7680
+        "ram": 7680,
     },
     "m3.medium": {
         "bandwidth": None,
@@ -7019,11 +7019,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 4 SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m3.medium",
         "name": "m3.medium",
-        "ram": 3840
+        "ram": 3840,
     },
     "m3.xlarge": {
         "bandwidth": None,
@@ -7054,11 +7054,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 40 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m3.xlarge",
         "name": "m3.xlarge",
-        "ram": 15360
+        "ram": 15360,
     },
     "m4.10xlarge": {
         "bandwidth": 10,
@@ -7088,11 +7088,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "40",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.10xlarge",
         "name": "m4.10xlarge",
-        "ram": 163840
+        "ram": 163840,
     },
     "m4.16xlarge": {
         "bandwidth": 20,
@@ -7123,11 +7123,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.16xlarge",
         "name": "m4.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m4.2xlarge": {
         "bandwidth": None,
@@ -7158,11 +7158,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.2xlarge",
         "name": "m4.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m4.4xlarge": {
         "bandwidth": None,
@@ -7193,11 +7193,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.4xlarge",
         "name": "m4.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m4.large": {
         "bandwidth": None,
@@ -7227,11 +7227,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.large",
         "name": "m4.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m4.xlarge": {
         "bandwidth": None,
@@ -7261,11 +7261,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m4.xlarge",
         "name": "m4.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5.12xlarge": {
         "bandwidth": 10,
@@ -7296,11 +7296,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.12xlarge",
         "name": "m5.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5.16xlarge": {
         "bandwidth": 20,
@@ -7330,11 +7330,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.16xlarge",
         "name": "m5.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5.24xlarge": {
         "bandwidth": 25,
@@ -7365,11 +7365,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.24xlarge",
         "name": "m5.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5.2xlarge": {
         "bandwidth": 10,
@@ -7400,11 +7400,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.2xlarge",
         "name": "m5.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5.4xlarge": {
         "bandwidth": 10,
@@ -7434,11 +7434,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.4xlarge",
         "name": "m5.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5.8xlarge": {
         "bandwidth": 10,
@@ -7469,11 +7469,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.8xlarge",
         "name": "m5.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5.large": {
         "bandwidth": 10,
@@ -7504,11 +7504,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.large",
         "name": "m5.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5.xlarge": {
         "bandwidth": 10,
@@ -7538,11 +7538,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5.xlarge",
         "name": "m5.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5a.12xlarge": {
         "bandwidth": 10,
@@ -7572,11 +7572,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.12xlarge",
         "name": "m5a.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5a.16xlarge": {
         "bandwidth": 12,
@@ -7606,11 +7606,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.16xlarge",
         "name": "m5a.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5a.24xlarge": {
         "bandwidth": 20,
@@ -7640,11 +7640,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.24xlarge",
         "name": "m5a.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5a.2xlarge": {
         "bandwidth": 10,
@@ -7675,11 +7675,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.2xlarge",
         "name": "m5a.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5a.4xlarge": {
         "bandwidth": 10,
@@ -7710,11 +7710,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.4xlarge",
         "name": "m5a.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5a.8xlarge": {
         "bandwidth": 10,
@@ -7744,11 +7744,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.8xlarge",
         "name": "m5a.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5a.large": {
         "bandwidth": 10,
@@ -7779,11 +7779,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.large",
         "name": "m5a.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5a.xlarge": {
         "bandwidth": 10,
@@ -7813,11 +7813,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5a.xlarge",
         "name": "m5a.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5ad.12xlarge": {
         "bandwidth": 10,
@@ -7847,11 +7847,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.12xlarge",
         "name": "m5ad.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5ad.16xlarge": {
         "bandwidth": 12,
@@ -7881,11 +7881,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.16xlarge",
         "name": "m5ad.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5ad.24xlarge": {
         "bandwidth": 20,
@@ -7916,11 +7916,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.24xlarge",
         "name": "m5ad.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5ad.2xlarge": {
         "bandwidth": 10,
@@ -7951,11 +7951,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.2xlarge",
         "name": "m5ad.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5ad.4xlarge": {
         "bandwidth": 10,
@@ -7986,11 +7986,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.4xlarge",
         "name": "m5ad.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5ad.8xlarge": {
         "bandwidth": 10,
@@ -8020,11 +8020,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.8xlarge",
         "name": "m5ad.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5ad.large": {
         "bandwidth": 10,
@@ -8054,11 +8054,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.large",
         "name": "m5ad.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5ad.xlarge": {
         "bandwidth": 10,
@@ -8089,11 +8089,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5ad.xlarge",
         "name": "m5ad.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5d.12xlarge": {
         "bandwidth": 10,
@@ -8124,11 +8124,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.12xlarge",
         "name": "m5d.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5d.16xlarge": {
         "bandwidth": 20,
@@ -8159,11 +8159,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.16xlarge",
         "name": "m5d.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5d.24xlarge": {
         "bandwidth": 25,
@@ -8193,11 +8193,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.24xlarge",
         "name": "m5d.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5d.2xlarge": {
         "bandwidth": 10,
@@ -8227,11 +8227,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.2xlarge",
         "name": "m5d.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5d.4xlarge": {
         "bandwidth": 10,
@@ -8262,11 +8262,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.4xlarge",
         "name": "m5d.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5d.8xlarge": {
         "bandwidth": 10,
@@ -8297,11 +8297,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.8xlarge",
         "name": "m5d.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5d.large": {
         "bandwidth": 10,
@@ -8332,11 +8332,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.large",
         "name": "m5d.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5d.xlarge": {
         "bandwidth": 10,
@@ -8367,11 +8367,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5d.xlarge",
         "name": "m5d.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5dn.12xlarge": {
         "bandwidth": 50,
@@ -8400,11 +8400,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 GB NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.12xlarge",
         "name": "m5dn.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5dn.16xlarge": {
         "bandwidth": 75,
@@ -8433,11 +8433,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.16xlarge",
         "name": "m5dn.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5dn.24xlarge": {
         "bandwidth": 100,
@@ -8467,11 +8467,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.24xlarge",
         "name": "m5dn.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5dn.2xlarge": {
         "bandwidth": 25,
@@ -8501,11 +8501,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.2xlarge",
         "name": "m5dn.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5dn.4xlarge": {
         "bandwidth": 25,
@@ -8535,11 +8535,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.4xlarge",
         "name": "m5dn.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5dn.8xlarge": {
         "bandwidth": 25,
@@ -8569,11 +8569,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.8xlarge",
         "name": "m5dn.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5dn.large": {
         "bandwidth": 25,
@@ -8603,11 +8603,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.large",
         "name": "m5dn.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5dn.xlarge": {
         "bandwidth": 25,
@@ -8636,11 +8636,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5dn.xlarge",
         "name": "m5dn.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5n.12xlarge": {
         "bandwidth": 50,
@@ -8670,11 +8670,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.12xlarge",
         "name": "m5n.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5n.16xlarge": {
         "bandwidth": 75,
@@ -8704,11 +8704,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.16xlarge",
         "name": "m5n.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m5n.24xlarge": {
         "bandwidth": 100,
@@ -8737,11 +8737,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.24xlarge",
         "name": "m5n.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m5n.2xlarge": {
         "bandwidth": 25,
@@ -8770,11 +8770,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.2xlarge",
         "name": "m5n.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5n.4xlarge": {
         "bandwidth": 25,
@@ -8804,11 +8804,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.4xlarge",
         "name": "m5n.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m5n.8xlarge": {
         "bandwidth": 25,
@@ -8838,11 +8838,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.8xlarge",
         "name": "m5n.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m5n.large": {
         "bandwidth": 25,
@@ -8871,11 +8871,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.large",
         "name": "m5n.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5n.xlarge": {
         "bandwidth": 25,
@@ -8904,11 +8904,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5n.xlarge",
         "name": "m5n.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m5zn.12xlarge": {
         "bandwidth": 100,
@@ -8939,11 +8939,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.12xlarge",
         "name": "m5zn.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m5zn.2xlarge": {
         "bandwidth": 25,
@@ -8974,11 +8974,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.2xlarge",
         "name": "m5zn.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m5zn.3xlarge": {
         "bandwidth": 25,
@@ -9008,11 +9008,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "12",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.3xlarge",
         "name": "m5zn.3xlarge",
-        "ram": 49152
+        "ram": 49152,
     },
     "m5zn.6xlarge": {
         "bandwidth": 50,
@@ -9043,11 +9043,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.6xlarge",
         "name": "m5zn.6xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "m5zn.large": {
         "bandwidth": 25,
@@ -9077,11 +9077,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.large",
         "name": "m5zn.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m5zn.xlarge": {
         "bandwidth": 25,
@@ -9112,11 +9112,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m5zn.xlarge",
         "name": "m5zn.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m6a.12xlarge": {
         "bandwidth": 18750,
@@ -9147,11 +9147,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.12xlarge",
         "name": "m6a.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m6a.16xlarge": {
         "bandwidth": 25000,
@@ -9181,11 +9181,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.16xlarge",
         "name": "m6a.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m6a.24xlarge": {
         "bandwidth": 37500,
@@ -9216,11 +9216,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.24xlarge",
         "name": "m6a.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m6a.2xlarge": {
         "bandwidth": 12500,
@@ -9250,11 +9250,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.2xlarge",
         "name": "m6a.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m6a.32xlarge": {
         "bandwidth": 50000,
@@ -9285,11 +9285,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.32xlarge",
         "name": "m6a.32xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "m6a.48xlarge": {
         "bandwidth": 50000,
@@ -9319,11 +9319,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "192",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.48xlarge",
         "name": "m6a.48xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "m6a.4xlarge": {
         "bandwidth": 12500,
@@ -9354,11 +9354,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.4xlarge",
         "name": "m6a.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m6a.8xlarge": {
         "bandwidth": 12500,
@@ -9389,11 +9389,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.8xlarge",
         "name": "m6a.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m6a.large": {
         "bandwidth": 12500,
@@ -9424,11 +9424,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.large",
         "name": "m6a.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m6a.xlarge": {
         "bandwidth": 12500,
@@ -9458,11 +9458,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6a.xlarge",
         "name": "m6a.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m6g.12xlarge": {
         "bandwidth": 12,
@@ -9491,11 +9491,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.12xlarge",
         "name": "m6g.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m6g.16xlarge": {
         "bandwidth": 25,
@@ -9523,11 +9523,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.16xlarge",
         "name": "m6g.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m6g.2xlarge": {
         "bandwidth": 10,
@@ -9556,11 +9556,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.2xlarge",
         "name": "m6g.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m6g.4xlarge": {
         "bandwidth": 10,
@@ -9588,11 +9588,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.4xlarge",
         "name": "m6g.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m6g.8xlarge": {
         "bandwidth": 10,
@@ -9620,11 +9620,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.8xlarge",
         "name": "m6g.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m6g.large": {
         "bandwidth": 10,
@@ -9652,11 +9652,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.large",
         "name": "m6g.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m6g.medium": {
         "bandwidth": 10,
@@ -9684,11 +9684,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.medium",
         "name": "m6g.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "m6g.xlarge": {
         "bandwidth": 10,
@@ -9716,11 +9716,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6g.xlarge",
         "name": "m6g.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m6gd.12xlarge": {
         "bandwidth": 20,
@@ -9749,11 +9749,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.12xlarge",
         "name": "m6gd.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m6gd.16xlarge": {
         "bandwidth": 25,
@@ -9782,11 +9782,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.16xlarge",
         "name": "m6gd.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m6gd.2xlarge": {
         "bandwidth": 10,
@@ -9816,11 +9816,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 475 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.2xlarge",
         "name": "m6gd.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m6gd.4xlarge": {
         "bandwidth": 10,
@@ -9850,11 +9850,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.4xlarge",
         "name": "m6gd.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m6gd.8xlarge": {
         "bandwidth": 10,
@@ -9884,11 +9884,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.8xlarge",
         "name": "m6gd.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m6gd.large": {
         "bandwidth": 10,
@@ -9917,11 +9917,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 118 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.large",
         "name": "m6gd.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m6gd.medium": {
         "bandwidth": 10,
@@ -9951,11 +9951,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 59 NVMe SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.medium",
         "name": "m6gd.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "m6gd.xlarge": {
         "bandwidth": 10,
@@ -9985,11 +9985,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 237 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6gd.xlarge",
         "name": "m6gd.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "m6i.12xlarge": {
         "bandwidth": 18750,
@@ -10020,11 +10020,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.12xlarge",
         "name": "m6i.12xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "m6i.16xlarge": {
         "bandwidth": 25000,
@@ -10055,11 +10055,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.16xlarge",
         "name": "m6i.16xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "m6i.24xlarge": {
         "bandwidth": 37500,
@@ -10089,11 +10089,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.24xlarge",
         "name": "m6i.24xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "m6i.2xlarge": {
         "bandwidth": 12500,
@@ -10123,11 +10123,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.2xlarge",
         "name": "m6i.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "m6i.32xlarge": {
         "bandwidth": 50000,
@@ -10158,11 +10158,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.32xlarge",
         "name": "m6i.32xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "m6i.4xlarge": {
         "bandwidth": 12500,
@@ -10192,11 +10192,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.4xlarge",
         "name": "m6i.4xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "m6i.8xlarge": {
         "bandwidth": 12500,
@@ -10226,11 +10226,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.8xlarge",
         "name": "m6i.8xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "m6i.large": {
         "bandwidth": 12500,
@@ -10261,11 +10261,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.large",
         "name": "m6i.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "m6i.xlarge": {
         "bandwidth": 12500,
@@ -10295,11 +10295,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "m6i.xlarge",
         "name": "m6i.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "p2.16xlarge": {
         "bandwidth": 20,
@@ -10331,11 +10331,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p2.16xlarge",
         "name": "p2.16xlarge",
-        "ram": 749568
+        "ram": 749568,
     },
     "p2.8xlarge": {
         "bandwidth": 10,
@@ -10366,11 +10366,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p2.8xlarge",
         "name": "p2.8xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "p2.xlarge": {
         "bandwidth": None,
@@ -10401,11 +10401,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p2.xlarge",
         "name": "p2.xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "p3.16xlarge": {
         "bandwidth": 25,
@@ -10436,11 +10436,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p3.16xlarge",
         "name": "p3.16xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "p3.2xlarge": {
         "bandwidth": 10,
@@ -10471,11 +10471,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p3.2xlarge",
         "name": "p3.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "p3.8xlarge": {
         "bandwidth": 10,
@@ -10507,11 +10507,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p3.8xlarge",
         "name": "p3.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "p3dn.24xlarge": {
         "bandwidth": 100,
@@ -10542,11 +10542,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p3dn.24xlarge",
         "name": "p3dn.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "p4d.24xlarge": {
         "bandwidth": 400,
@@ -10578,11 +10578,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "8 x 1000 SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "p4d.24xlarge",
         "name": "p4d.24xlarge",
-        "ram": 1179648
+        "ram": 1179648,
     },
     "r3.2xlarge": {
         "bandwidth": None,
@@ -10611,11 +10611,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 160 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r3.2xlarge",
         "name": "r3.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "r3.4xlarge": {
         "bandwidth": None,
@@ -10644,11 +10644,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 320 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r3.4xlarge",
         "name": "r3.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "r3.8xlarge": {
         "bandwidth": 10,
@@ -10677,11 +10677,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 320 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r3.8xlarge",
         "name": "r3.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "r3.large": {
         "bandwidth": None,
@@ -10711,11 +10711,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 32 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r3.large",
         "name": "r3.large",
-        "ram": 15616
+        "ram": 15616,
     },
     "r3.xlarge": {
         "bandwidth": None,
@@ -10745,11 +10745,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 80 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r3.xlarge",
         "name": "r3.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "r4.16xlarge": {
         "bandwidth": 20,
@@ -10779,11 +10779,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.16xlarge",
         "name": "r4.16xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "r4.2xlarge": {
         "bandwidth": 10,
@@ -10813,11 +10813,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.2xlarge",
         "name": "r4.2xlarge",
-        "ram": 62464
+        "ram": 62464,
     },
     "r4.4xlarge": {
         "bandwidth": 10,
@@ -10848,11 +10848,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.4xlarge",
         "name": "r4.4xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "r4.8xlarge": {
         "bandwidth": 10,
@@ -10882,11 +10882,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.8xlarge",
         "name": "r4.8xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "r4.large": {
         "bandwidth": 10,
@@ -10917,11 +10917,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.large",
         "name": "r4.large",
-        "ram": 15616
+        "ram": 15616,
     },
     "r4.xlarge": {
         "bandwidth": 10,
@@ -10952,11 +10952,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r4.xlarge",
         "name": "r4.xlarge",
-        "ram": 31232
+        "ram": 31232,
     },
     "r5.12xlarge": {
         "bandwidth": 10,
@@ -10986,11 +10986,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.12xlarge",
         "name": "r5.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5.16xlarge": {
         "bandwidth": 20,
@@ -11021,11 +11021,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.16xlarge",
         "name": "r5.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5.24xlarge": {
         "bandwidth": 25,
@@ -11055,11 +11055,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.24xlarge",
         "name": "r5.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5.2xlarge": {
         "bandwidth": 10,
@@ -11090,11 +11090,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.2xlarge",
         "name": "r5.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5.4xlarge": {
         "bandwidth": 10,
@@ -11124,11 +11124,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.4xlarge",
         "name": "r5.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5.8xlarge": {
         "bandwidth": 10,
@@ -11159,11 +11159,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.8xlarge",
         "name": "r5.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5.large": {
         "bandwidth": 10,
@@ -11193,11 +11193,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.large",
         "name": "r5.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5.xlarge": {
         "bandwidth": 10,
@@ -11227,11 +11227,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5.xlarge",
         "name": "r5.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5a.12xlarge": {
         "bandwidth": 10,
@@ -11261,11 +11261,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.12xlarge",
         "name": "r5a.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5a.16xlarge": {
         "bandwidth": 12,
@@ -11296,11 +11296,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.16xlarge",
         "name": "r5a.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5a.24xlarge": {
         "bandwidth": 20,
@@ -11331,11 +11331,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.24xlarge",
         "name": "r5a.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5a.2xlarge": {
         "bandwidth": 10,
@@ -11365,11 +11365,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.2xlarge",
         "name": "r5a.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5a.4xlarge": {
         "bandwidth": 10,
@@ -11400,11 +11400,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.4xlarge",
         "name": "r5a.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5a.8xlarge": {
         "bandwidth": 10,
@@ -11434,11 +11434,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.8xlarge",
         "name": "r5a.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5a.large": {
         "bandwidth": 10,
@@ -11469,11 +11469,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.large",
         "name": "r5a.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5a.xlarge": {
         "bandwidth": 10,
@@ -11503,11 +11503,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5a.xlarge",
         "name": "r5a.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5ad.12xlarge": {
         "bandwidth": 10,
@@ -11538,11 +11538,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.12xlarge",
         "name": "r5ad.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5ad.16xlarge": {
         "bandwidth": 12,
@@ -11573,11 +11573,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.16xlarge",
         "name": "r5ad.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5ad.24xlarge": {
         "bandwidth": 20,
@@ -11608,11 +11608,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.24xlarge",
         "name": "r5ad.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5ad.2xlarge": {
         "bandwidth": 10,
@@ -11643,11 +11643,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.2xlarge",
         "name": "r5ad.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5ad.4xlarge": {
         "bandwidth": 10,
@@ -11677,11 +11677,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.4xlarge",
         "name": "r5ad.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5ad.8xlarge": {
         "bandwidth": 10,
@@ -11712,11 +11712,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.8xlarge",
         "name": "r5ad.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5ad.large": {
         "bandwidth": 10,
@@ -11747,11 +11747,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.large",
         "name": "r5ad.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5ad.xlarge": {
         "bandwidth": 10,
@@ -11782,11 +11782,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5ad.xlarge",
         "name": "r5ad.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5b.12xlarge": {
         "bandwidth": 10,
@@ -11816,11 +11816,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.12xlarge",
         "name": "r5b.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5b.16xlarge": {
         "bandwidth": 20,
@@ -11850,11 +11850,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.16xlarge",
         "name": "r5b.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5b.24xlarge": {
         "bandwidth": 25,
@@ -11884,11 +11884,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.24xlarge",
         "name": "r5b.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5b.2xlarge": {
         "bandwidth": 10,
@@ -11917,11 +11917,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.2xlarge",
         "name": "r5b.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5b.4xlarge": {
         "bandwidth": 10,
@@ -11951,11 +11951,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.4xlarge",
         "name": "r5b.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5b.8xlarge": {
         "bandwidth": 10,
@@ -11984,11 +11984,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.8xlarge",
         "name": "r5b.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5b.large": {
         "bandwidth": 10,
@@ -12018,11 +12018,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.large",
         "name": "r5b.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5b.xlarge": {
         "bandwidth": 10,
@@ -12052,11 +12052,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5b.xlarge",
         "name": "r5b.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5d.12xlarge": {
         "bandwidth": 10,
@@ -12087,11 +12087,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.12xlarge",
         "name": "r5d.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5d.16xlarge": {
         "bandwidth": 20,
@@ -12122,11 +12122,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.16xlarge",
         "name": "r5d.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5d.24xlarge": {
         "bandwidth": 25,
@@ -12156,11 +12156,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.24xlarge",
         "name": "r5d.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5d.2xlarge": {
         "bandwidth": 10,
@@ -12191,11 +12191,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.2xlarge",
         "name": "r5d.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5d.4xlarge": {
         "bandwidth": 10,
@@ -12226,11 +12226,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.4xlarge",
         "name": "r5d.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5d.8xlarge": {
         "bandwidth": 10,
@@ -12261,11 +12261,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.8xlarge",
         "name": "r5d.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5d.large": {
         "bandwidth": 10,
@@ -12296,11 +12296,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.large",
         "name": "r5d.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5d.xlarge": {
         "bandwidth": 10,
@@ -12331,11 +12331,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5d.xlarge",
         "name": "r5d.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5dn.12xlarge": {
         "bandwidth": 50,
@@ -12365,11 +12365,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 GB NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.12xlarge",
         "name": "r5dn.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5dn.16xlarge": {
         "bandwidth": 75,
@@ -12399,11 +12399,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 600 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.16xlarge",
         "name": "r5dn.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5dn.24xlarge": {
         "bandwidth": 100,
@@ -12433,11 +12433,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "4 x 900 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.24xlarge",
         "name": "r5dn.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5dn.2xlarge": {
         "bandwidth": 25,
@@ -12467,11 +12467,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.2xlarge",
         "name": "r5dn.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5dn.4xlarge": {
         "bandwidth": 25,
@@ -12500,11 +12500,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 300 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.4xlarge",
         "name": "r5dn.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5dn.8xlarge": {
         "bandwidth": 25,
@@ -12533,11 +12533,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 600 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.8xlarge",
         "name": "r5dn.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5dn.large": {
         "bandwidth": 25,
@@ -12567,11 +12567,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.large",
         "name": "r5dn.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5dn.xlarge": {
         "bandwidth": 25,
@@ -12601,11 +12601,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5dn.xlarge",
         "name": "r5dn.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r5n.12xlarge": {
         "bandwidth": 50,
@@ -12634,11 +12634,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.12xlarge",
         "name": "r5n.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r5n.16xlarge": {
         "bandwidth": 75,
@@ -12667,11 +12667,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.16xlarge",
         "name": "r5n.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r5n.24xlarge": {
         "bandwidth": 100,
@@ -12700,11 +12700,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.24xlarge",
         "name": "r5n.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r5n.2xlarge": {
         "bandwidth": 25,
@@ -12733,11 +12733,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.2xlarge",
         "name": "r5n.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r5n.4xlarge": {
         "bandwidth": 25,
@@ -12767,11 +12767,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.4xlarge",
         "name": "r5n.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r5n.8xlarge": {
         "bandwidth": 25,
@@ -12801,11 +12801,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.8xlarge",
         "name": "r5n.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r5n.large": {
         "bandwidth": 25,
@@ -12835,11 +12835,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.large",
         "name": "r5n.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r5n.xlarge": {
         "bandwidth": 25,
@@ -12868,11 +12868,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r5n.xlarge",
         "name": "r5n.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r6g.12xlarge": {
         "bandwidth": 20,
@@ -12901,11 +12901,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.12xlarge",
         "name": "r6g.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r6g.16xlarge": {
         "bandwidth": 25,
@@ -12935,11 +12935,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.16xlarge",
         "name": "r6g.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r6g.2xlarge": {
         "bandwidth": 10,
@@ -12969,11 +12969,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.2xlarge",
         "name": "r6g.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r6g.4xlarge": {
         "bandwidth": 10,
@@ -13003,11 +13003,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.4xlarge",
         "name": "r6g.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r6g.8xlarge": {
         "bandwidth": 10,
@@ -13037,11 +13037,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.8xlarge",
         "name": "r6g.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r6g.large": {
         "bandwidth": 10,
@@ -13071,11 +13071,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.large",
         "name": "r6g.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r6g.medium": {
         "bandwidth": 10,
@@ -13105,11 +13105,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.medium",
         "name": "r6g.medium",
-        "ram": 8192
+        "ram": 8192,
     },
     "r6g.xlarge": {
         "bandwidth": 10,
@@ -13138,11 +13138,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6g.xlarge",
         "name": "r6g.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r6gd.12xlarge": {
         "bandwidth": 20,
@@ -13172,11 +13172,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.12xlarge",
         "name": "r6gd.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r6gd.16xlarge": {
         "bandwidth": 25,
@@ -13205,11 +13205,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.16xlarge",
         "name": "r6gd.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r6gd.2xlarge": {
         "bandwidth": 10,
@@ -13239,11 +13239,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 475 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.2xlarge",
         "name": "r6gd.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r6gd.4xlarge": {
         "bandwidth": 10,
@@ -13273,11 +13273,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.4xlarge",
         "name": "r6gd.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r6gd.8xlarge": {
         "bandwidth": 10,
@@ -13307,11 +13307,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.8xlarge",
         "name": "r6gd.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r6gd.large": {
         "bandwidth": 10,
@@ -13341,11 +13341,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 118 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.large",
         "name": "r6gd.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r6gd.medium": {
         "bandwidth": 10,
@@ -13375,11 +13375,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 59 NVMe SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.medium",
         "name": "r6gd.medium",
-        "ram": 8192
+        "ram": 8192,
     },
     "r6gd.xlarge": {
         "bandwidth": 10,
@@ -13409,11 +13409,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 237 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6gd.xlarge",
         "name": "r6gd.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "r6i.12xlarge": {
         "bandwidth": 18750,
@@ -13443,11 +13443,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.12xlarge",
         "name": "r6i.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "r6i.16xlarge": {
         "bandwidth": 25000,
@@ -13477,11 +13477,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.16xlarge",
         "name": "r6i.16xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "r6i.24xlarge": {
         "bandwidth": 37500,
@@ -13511,11 +13511,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.24xlarge",
         "name": "r6i.24xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "r6i.2xlarge": {
         "bandwidth": 12500,
@@ -13546,11 +13546,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.2xlarge",
         "name": "r6i.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "r6i.32xlarge": {
         "bandwidth": 50000,
@@ -13581,11 +13581,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.32xlarge",
         "name": "r6i.32xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "r6i.4xlarge": {
         "bandwidth": 12500,
@@ -13616,11 +13616,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.4xlarge",
         "name": "r6i.4xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "r6i.8xlarge": {
         "bandwidth": 12500,
@@ -13651,11 +13651,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.8xlarge",
         "name": "r6i.8xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "r6i.large": {
         "bandwidth": 12500,
@@ -13686,11 +13686,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.large",
         "name": "r6i.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "r6i.xlarge": {
         "bandwidth": 12500,
@@ -13721,11 +13721,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "r6i.xlarge",
         "name": "r6i.xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "t1.micro": {
         "bandwidth": None,
@@ -13752,11 +13752,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t1.micro",
         "name": "t1.micro",
-        "ram": 627
+        "ram": 627,
     },
     "t2.2xlarge": {
         "bandwidth": None,
@@ -13786,11 +13786,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.2xlarge",
         "name": "t2.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "t2.large": {
         "bandwidth": None,
@@ -13820,11 +13820,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.large",
         "name": "t2.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "t2.medium": {
         "bandwidth": None,
@@ -13854,11 +13854,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.medium",
         "name": "t2.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "t2.micro": {
         "bandwidth": None,
@@ -13887,11 +13887,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.micro",
         "name": "t2.micro",
-        "ram": 1024
+        "ram": 1024,
     },
     "t2.nano": {
         "bandwidth": None,
@@ -13920,11 +13920,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.nano",
         "name": "t2.nano",
-        "ram": 512
+        "ram": 512,
     },
     "t2.small": {
         "bandwidth": None,
@@ -13953,11 +13953,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.small",
         "name": "t2.small",
-        "ram": 2048
+        "ram": 2048,
     },
     "t2.xlarge": {
         "bandwidth": None,
@@ -13986,11 +13986,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t2.xlarge",
         "name": "t2.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "t3.2xlarge": {
         "bandwidth": 5,
@@ -14021,11 +14021,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.2xlarge",
         "name": "t3.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "t3.large": {
         "bandwidth": 5,
@@ -14055,11 +14055,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.large",
         "name": "t3.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "t3.medium": {
         "bandwidth": 5,
@@ -14090,11 +14090,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.medium",
         "name": "t3.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "t3.micro": {
         "bandwidth": 5,
@@ -14125,11 +14125,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.micro",
         "name": "t3.micro",
-        "ram": 1024
+        "ram": 1024,
     },
     "t3.nano": {
         "bandwidth": 5,
@@ -14159,11 +14159,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.nano",
         "name": "t3.nano",
-        "ram": 512
+        "ram": 512,
     },
     "t3.small": {
         "bandwidth": 5,
@@ -14194,11 +14194,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.small",
         "name": "t3.small",
-        "ram": 2048
+        "ram": 2048,
     },
     "t3.xlarge": {
         "bandwidth": 5,
@@ -14229,11 +14229,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3.xlarge",
         "name": "t3.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "t3a.2xlarge": {
         "bandwidth": 5,
@@ -14264,11 +14264,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.2xlarge",
         "name": "t3a.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "t3a.large": {
         "bandwidth": 5,
@@ -14299,11 +14299,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.large",
         "name": "t3a.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "t3a.medium": {
         "bandwidth": 5,
@@ -14334,11 +14334,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.medium",
         "name": "t3a.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "t3a.micro": {
         "bandwidth": 5,
@@ -14369,11 +14369,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.micro",
         "name": "t3a.micro",
-        "ram": 1024
+        "ram": 1024,
     },
     "t3a.nano": {
         "bandwidth": 5,
@@ -14403,11 +14403,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.nano",
         "name": "t3a.nano",
-        "ram": 512
+        "ram": 512,
     },
     "t3a.small": {
         "bandwidth": 5,
@@ -14438,11 +14438,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.small",
         "name": "t3a.small",
-        "ram": 2048
+        "ram": 2048,
     },
     "t3a.xlarge": {
         "bandwidth": 5,
@@ -14473,11 +14473,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t3a.xlarge",
         "name": "t3a.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "t4g.2xlarge": {
         "bandwidth": 5,
@@ -14506,11 +14506,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.2xlarge",
         "name": "t4g.2xlarge",
-        "ram": 32768
+        "ram": 32768,
     },
     "t4g.large": {
         "bandwidth": 5,
@@ -14540,11 +14540,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.large",
         "name": "t4g.large",
-        "ram": 8192
+        "ram": 8192,
     },
     "t4g.medium": {
         "bandwidth": 5,
@@ -14573,11 +14573,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.medium",
         "name": "t4g.medium",
-        "ram": 4096
+        "ram": 4096,
     },
     "t4g.micro": {
         "bandwidth": 5,
@@ -14607,11 +14607,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.micro",
         "name": "t4g.micro",
-        "ram": 1024
+        "ram": 1024,
     },
     "t4g.nano": {
         "bandwidth": 5,
@@ -14640,11 +14640,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.nano",
         "name": "t4g.nano",
-        "ram": 512
+        "ram": 512,
     },
     "t4g.small": {
         "bandwidth": 5,
@@ -14674,11 +14674,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.small",
         "name": "t4g.small",
-        "ram": 2048
+        "ram": 2048,
     },
     "t4g.xlarge": {
         "bandwidth": 5,
@@ -14707,11 +14707,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "t4g.xlarge",
         "name": "t4g.xlarge",
-        "ram": 16384
+        "ram": 16384,
     },
     "u-12tb1.112xlarge": {
         "bandwidth": 100,
@@ -14741,11 +14741,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "448",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "u-12tb1.112xlarge",
         "name": "u-12tb1.112xlarge",
-        "ram": 12582912
+        "ram": 12582912,
     },
     "u-3tb1.56xlarge": {
         "bandwidth": 50,
@@ -14776,11 +14776,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "224",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "u-3tb1.56xlarge",
         "name": "u-3tb1.56xlarge",
-        "ram": 3145728
+        "ram": 3145728,
     },
     "u-6tb1.112xlarge": {
         "bandwidth": 100,
@@ -14810,11 +14810,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "448",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "u-6tb1.112xlarge",
         "name": "u-6tb1.112xlarge",
-        "ram": 6291456
+        "ram": 6291456,
     },
     "u-6tb1.56xlarge": {
         "bandwidth": 100,
@@ -14844,11 +14844,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "224",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "u-6tb1.56xlarge",
         "name": "u-6tb1.56xlarge",
-        "ram": 6291456
+        "ram": 6291456,
     },
     "u-9tb1.112xlarge": {
         "bandwidth": 100,
@@ -14877,11 +14877,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "448",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "u-9tb1.112xlarge",
         "name": "u-9tb1.112xlarge",
-        "ram": 9437184
+        "ram": 9437184,
     },
     "vt1.24xlarge": {
         "bandwidth": 25000,
@@ -14912,11 +14912,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "vt1.24xlarge",
         "name": "vt1.24xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "vt1.3xlarge": {
         "bandwidth": 3125,
@@ -14946,11 +14946,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "12",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "vt1.3xlarge",
         "name": "vt1.3xlarge",
-        "ram": 24576
+        "ram": 24576,
     },
     "vt1.6xlarge": {
         "bandwidth": 6250,
@@ -14981,11 +14981,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "vt1.6xlarge",
         "name": "vt1.6xlarge",
-        "ram": 49152
+        "ram": 49152,
     },
     "x1.16xlarge": {
         "bandwidth": None,
@@ -15016,11 +15016,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1920 SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1.16xlarge",
         "name": "x1.16xlarge",
-        "ram": 999424
+        "ram": 999424,
     },
     "x1.32xlarge": {
         "bandwidth": None,
@@ -15051,11 +15051,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1920 SSD",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1.32xlarge",
         "name": "x1.32xlarge",
-        "ram": 1998848
+        "ram": 1998848,
     },
     "x1e.16xlarge": {
         "bandwidth": 10,
@@ -15085,11 +15085,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1920 SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.16xlarge",
         "name": "x1e.16xlarge",
-        "ram": 1998848
+        "ram": 1998848,
     },
     "x1e.2xlarge": {
         "bandwidth": 10,
@@ -15119,11 +15119,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 240 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.2xlarge",
         "name": "x1e.2xlarge",
-        "ram": 249856
+        "ram": 249856,
     },
     "x1e.32xlarge": {
         "bandwidth": 25,
@@ -15154,11 +15154,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1920 SSD",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.32xlarge",
         "name": "x1e.32xlarge",
-        "ram": 3997696
+        "ram": 3997696,
     },
     "x1e.4xlarge": {
         "bandwidth": 10,
@@ -15188,11 +15188,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 480 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.4xlarge",
         "name": "x1e.4xlarge",
-        "ram": 499712
+        "ram": 499712,
     },
     "x1e.8xlarge": {
         "bandwidth": 10,
@@ -15223,11 +15223,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 960 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.8xlarge",
         "name": "x1e.8xlarge",
-        "ram": 999424
+        "ram": 999424,
     },
     "x1e.xlarge": {
         "bandwidth": 10,
@@ -15258,11 +15258,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 120 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x1e.xlarge",
         "name": "x1e.xlarge",
-        "ram": 124928
+        "ram": 124928,
     },
     "x2gd.12xlarge": {
         "bandwidth": 20,
@@ -15292,11 +15292,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.12xlarge",
         "name": "x2gd.12xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "x2gd.16xlarge": {
         "bandwidth": 25,
@@ -15326,11 +15326,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.16xlarge",
         "name": "x2gd.16xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "x2gd.2xlarge": {
         "bandwidth": 10,
@@ -15360,11 +15360,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 474 SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.2xlarge",
         "name": "x2gd.2xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "x2gd.4xlarge": {
         "bandwidth": 10,
@@ -15394,11 +15394,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.4xlarge",
         "name": "x2gd.4xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "x2gd.8xlarge": {
         "bandwidth": 12,
@@ -15427,11 +15427,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.8xlarge",
         "name": "x2gd.8xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "x2gd.large": {
         "bandwidth": 10,
@@ -15461,11 +15461,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 118 SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.large",
         "name": "x2gd.large",
-        "ram": 32768
+        "ram": 32768,
     },
     "x2gd.medium": {
         "bandwidth": 10,
@@ -15495,11 +15495,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 59 SSD",
             "vcpu": "1",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.medium",
         "name": "x2gd.medium",
-        "ram": 16384
+        "ram": 16384,
     },
     "x2gd.xlarge": {
         "bandwidth": 10,
@@ -15528,11 +15528,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 237 SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2gd.xlarge",
         "name": "x2gd.xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "x2idn.16xlarge": {
         "bandwidth": 50,
@@ -15563,11 +15563,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2idn.16xlarge",
         "name": "x2idn.16xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "x2idn.24xlarge": {
         "bandwidth": 75,
@@ -15597,11 +15597,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2idn.24xlarge",
         "name": "x2idn.24xlarge",
-        "ram": 1572864
+        "ram": 1572864,
     },
     "x2idn.32xlarge": {
         "bandwidth": 100,
@@ -15631,11 +15631,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2idn.32xlarge",
         "name": "x2idn.32xlarge",
-        "ram": 2097152
+        "ram": 2097152,
     },
     "x2iedn.16xlarge": {
         "bandwidth": 50,
@@ -15665,11 +15665,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 1900 NVMe SSD",
             "vcpu": "64",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.16xlarge",
         "name": "x2iedn.16xlarge",
-        "ram": 2097152
+        "ram": 2097152,
     },
     "x2iedn.24xlarge": {
         "bandwidth": 75,
@@ -15699,11 +15699,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1425 NVMe SSD",
             "vcpu": "96",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.24xlarge",
         "name": "x2iedn.24xlarge",
-        "ram": 3145728
+        "ram": 3145728,
     },
     "x2iedn.2xlarge": {
         "bandwidth": 25,
@@ -15734,11 +15734,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 237 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.2xlarge",
         "name": "x2iedn.2xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "x2iedn.32xlarge": {
         "bandwidth": 100,
@@ -15768,11 +15768,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 1900 NVMe SSD",
             "vcpu": "128",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.32xlarge",
         "name": "x2iedn.32xlarge",
-        "ram": 4194304
+        "ram": 4194304,
     },
     "x2iedn.4xlarge": {
         "bandwidth": 25,
@@ -15802,11 +15802,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 475 NVMe SSD",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.4xlarge",
         "name": "x2iedn.4xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "x2iedn.8xlarge": {
         "bandwidth": 25,
@@ -15836,11 +15836,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 950 NVMe SSD",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.8xlarge",
         "name": "x2iedn.8xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "x2iedn.xlarge": {
         "bandwidth": 25,
@@ -15871,11 +15871,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 118 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iedn.xlarge",
         "name": "x2iedn.xlarge",
-        "ram": 131072
+        "ram": 131072,
     },
     "x2iezn.12xlarge": {
         "bandwidth": 100,
@@ -15905,11 +15905,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iezn.12xlarge",
         "name": "x2iezn.12xlarge",
-        "ram": 1572864
+        "ram": 1572864,
     },
     "x2iezn.2xlarge": {
         "bandwidth": 25,
@@ -15940,11 +15940,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iezn.2xlarge",
         "name": "x2iezn.2xlarge",
-        "ram": 262144
+        "ram": 262144,
     },
     "x2iezn.4xlarge": {
         "bandwidth": 25,
@@ -15975,11 +15975,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "16",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iezn.4xlarge",
         "name": "x2iezn.4xlarge",
-        "ram": 524288
+        "ram": 524288,
     },
     "x2iezn.6xlarge": {
         "bandwidth": 50,
@@ -16010,11 +16010,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iezn.6xlarge",
         "name": "x2iezn.6xlarge",
-        "ram": 786432
+        "ram": 786432,
     },
     "x2iezn.8xlarge": {
         "bandwidth": 75,
@@ -16045,11 +16045,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "EBS only",
             "vcpu": "32",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "x2iezn.8xlarge",
         "name": "x2iezn.8xlarge",
-        "ram": 1048576
+        "ram": 1048576,
     },
     "z1d.12xlarge": {
         "bandwidth": 25,
@@ -16079,11 +16079,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "2 x 900 NVMe SSD",
             "vcpu": "48",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.12xlarge",
         "name": "z1d.12xlarge",
-        "ram": 393216
+        "ram": 393216,
     },
     "z1d.2xlarge": {
         "bandwidth": 10,
@@ -16114,11 +16114,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 300 NVMe SSD",
             "vcpu": "8",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.2xlarge",
         "name": "z1d.2xlarge",
-        "ram": 65536
+        "ram": 65536,
     },
     "z1d.3xlarge": {
         "bandwidth": 10,
@@ -16148,11 +16148,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 450 NVMe SSD",
             "vcpu": "12",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.3xlarge",
         "name": "z1d.3xlarge",
-        "ram": 98304
+        "ram": 98304,
     },
     "z1d.6xlarge": {
         "bandwidth": 10,
@@ -16182,11 +16182,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 900 NVMe SSD",
             "vcpu": "24",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.6xlarge",
         "name": "z1d.6xlarge",
-        "ram": 196608
+        "ram": 196608,
     },
     "z1d.large": {
         "bandwidth": 10,
@@ -16217,11 +16217,11 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 75 NVMe SSD",
             "vcpu": "2",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.large",
         "name": "z1d.large",
-        "ram": 16384
+        "ram": 16384,
     },
     "z1d.xlarge": {
         "bandwidth": 10,
@@ -16252,10 +16252,10 @@ INSTANCE_TYPES = {
             "servicename": "Amazon Elastic Compute Cloud",
             "storage": "1 x 150 NVMe SSD",
             "vcpu": "4",
-            "vpcnetworkingsupport": "true"
+            "vpcnetworkingsupport": "true",
         },
         "id": "z1d.xlarge",
         "name": "z1d.xlarge",
-        "ram": 32768
-    }
-}
\ No newline at end of file
+        "ram": 32768,
+    },
+}
diff --git a/libcloud/compute/constants/ec2_region_details_complete.py b/libcloud/compute/constants/ec2_region_details_complete.py
index 2eebf966f..c37eb9876 100644
--- a/libcloud/compute/constants/ec2_region_details_complete.py
+++ b/libcloud/compute/constants/ec2_region_details_complete.py
@@ -21,7 +21,7 @@ REGION_DETAILS = {
         "endpoint": "ec2.af-south-1.amazonaws.com",
         "id": "af-south-1",
         "instance_types": [],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-east-1": {
         "api_name": "ec2_ap_east",
@@ -171,9 +171,9 @@ REGION_DETAILS = {
             "t4g.small",
             "t4g.xlarge",
             "x1.16xlarge",
-            "x1.32xlarge"
+            "x1.32xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "ap-northeast-1": {
         "api_name": "ec2_ap_northeast",
@@ -572,9 +572,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "ap-northeast-2": {
         "api_name": "ec2_ap_northeast",
@@ -881,9 +881,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-northeast-3": {
         "api_name": "ec2_ap_northeast",
@@ -891,7 +891,7 @@ REGION_DETAILS = {
         "endpoint": "ec2.ap-northeast-3.amazonaws.com",
         "id": "ap-northeast-3",
         "instance_types": [],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-south-1": {
         "api_name": "ec2_ap_south_1",
@@ -1223,9 +1223,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-southeast-1": {
         "api_name": "ec2_ap_southeast",
@@ -1618,9 +1618,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "ap-southeast-2": {
         "api_name": "ec2_ap_southeast_2",
@@ -1976,9 +1976,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "ca-central-1": {
         "api_name": "ec2_ca_central_1",
@@ -2253,9 +2253,9 @@ REGION_DETAILS = {
             "x1e.32xlarge",
             "x1e.4xlarge",
             "x1e.8xlarge",
-            "x1e.xlarge"
+            "x1e.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "cn-north-1": {
         "api_name": "ec2_cn_north",
@@ -2263,7 +2263,7 @@ REGION_DETAILS = {
         "endpoint": "ec2.cn-north-1.amazonaws.com.cn",
         "id": "cn-north-1",
         "instance_types": [],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "cn-northwest-1": {
         "api_name": "ec2_cn_northwest",
@@ -2271,7 +2271,7 @@ REGION_DETAILS = {
         "endpoint": "ec2.cn-northwest-1.amazonaws.com.cn",
         "id": "cn-northwest-1",
         "instance_types": [],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-central-1": {
         "api_name": "ec2_eu_central",
@@ -2661,9 +2661,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-north-1": {
         "api_name": "ec2_eu_north_stockholm",
@@ -2824,9 +2824,9 @@ REGION_DETAILS = {
             "t4g.small",
             "t4g.xlarge",
             "u-6tb1.112xlarge",
-            "u-6tb1.56xlarge"
+            "u-6tb1.56xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-south-1": {
         "api_name": "ec2_eu_south",
@@ -3002,9 +3002,9 @@ REGION_DETAILS = {
             "t4g.xlarge",
             "u-3tb1.56xlarge",
             "u-6tb1.112xlarge",
-            "u-6tb1.56xlarge"
+            "u-6tb1.56xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-west-1": {
         "api_name": "ec2_eu_west",
@@ -3479,9 +3479,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "eu-west-2": {
         "api_name": "ec2_eu_west_london",
@@ -3772,9 +3772,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-west-3": {
         "api_name": "ec2_eu_west_paris",
@@ -4024,9 +4024,9 @@ REGION_DETAILS = {
             "u-6tb1.112xlarge",
             "u-6tb1.56xlarge",
             "x1.16xlarge",
-            "x1.32xlarge"
+            "x1.32xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "sa-east-1": {
         "api_name": "ec2_sa_east",
@@ -4326,9 +4326,9 @@ REGION_DETAILS = {
             "x1e.32xlarge",
             "x1e.4xlarge",
             "x1e.8xlarge",
-            "x1e.xlarge"
+            "x1e.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-east-1": {
         "api_name": "ec2_us_east",
@@ -4809,9 +4809,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-east-2": {
         "api_name": "ec2_us_east_ohio",
@@ -5234,9 +5234,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "us-gov-west-1": {
         "api_name": "ec2_us_govwest",
@@ -5244,7 +5244,7 @@ REGION_DETAILS = {
         "endpoint": "ec2.us-gov-west-1.amazonaws.com",
         "id": "us-gov-west-1",
         "instance_types": [],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-west-1": {
         "api_name": "ec2_us_west",
@@ -5554,9 +5554,9 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-west-2": {
         "api_name": "ec2_us_west_oregon",
@@ -6037,8 +6037,8 @@ REGION_DETAILS = {
             "z1d.3xlarge",
             "z1d.6xlarge",
             "z1d.large",
-            "z1d.xlarge"
+            "z1d.xlarge",
         ],
-        "signature_version": "2"
-    }
-}
\ No newline at end of file
+        "signature_version": "2",
+    },
+}
diff --git a/libcloud/compute/constants/ec2_region_details_partial.py b/libcloud/compute/constants/ec2_region_details_partial.py
index 32fc59607..f4728e72e 100644
--- a/libcloud/compute/constants/ec2_region_details_partial.py
+++ b/libcloud/compute/constants/ec2_region_details_partial.py
@@ -20,160 +20,160 @@ REGION_DETAILS = {
         "country": "South Africa",
         "endpoint": "ec2.af-south-1.amazonaws.com",
         "id": "af-south-1",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-east-1": {
         "api_name": "ec2_ap_east",
         "country": "Hong Kong",
         "endpoint": "ec2.ap-east-1.amazonaws.com",
         "id": "ap-east-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "ap-northeast-1": {
         "api_name": "ec2_ap_northeast",
         "country": "Japan",
         "endpoint": "ec2.ap-northeast-1.amazonaws.com",
         "id": "ap-northeast-1",
-        "signature_version": "2"
+        "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",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-northeast-3": {
         "api_name": "ec2_ap_northeast",
         "country": "Japan",
         "endpoint": "ec2.ap-northeast-3.amazonaws.com",
         "id": "ap-northeast-3",
-        "signature_version": "4"
+        "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",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "ap-southeast-1": {
         "api_name": "ec2_ap_southeast",
         "country": "Singapore",
         "endpoint": "ec2.ap-southeast-1.amazonaws.com",
         "id": "ap-southeast-1",
-        "signature_version": "2"
+        "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",
-        "signature_version": "2"
+        "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",
-        "signature_version": "4"
+        "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",
-        "signature_version": "4"
+        "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",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-central-1": {
         "api_name": "ec2_eu_central",
         "country": "Frankfurt",
         "endpoint": "ec2.eu-central-1.amazonaws.com",
         "id": "eu-central-1",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-north-1": {
         "api_name": "ec2_eu_north_stockholm",
         "country": "Stockholm",
         "endpoint": "ec2.eu-north-1.amazonaws.com",
         "id": "eu-north-1",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-south-1": {
         "api_name": "ec2_eu_south",
         "country": "Italy",
         "endpoint": "ec2.eu-south-1.amazonaws.com",
         "id": "eu-south-1",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-west-1": {
         "api_name": "ec2_eu_west",
         "country": "Ireland",
         "endpoint": "ec2.eu-west-1.amazonaws.com",
         "id": "eu-west-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "eu-west-2": {
         "api_name": "ec2_eu_west_london",
         "country": "United Kingdom",
         "endpoint": "ec2.eu-west-2.amazonaws.com",
         "id": "eu-west-2",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "eu-west-3": {
         "api_name": "ec2_eu_west_paris",
         "country": "France",
         "endpoint": "ec2.eu-west-3.amazonaws.com",
         "id": "eu-west-3",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "sa-east-1": {
         "api_name": "ec2_sa_east",
         "country": "Brazil",
         "endpoint": "ec2.sa-east-1.amazonaws.com",
         "id": "sa-east-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-east-1": {
         "api_name": "ec2_us_east",
         "country": "USA",
         "endpoint": "ec2.us-east-1.amazonaws.com",
         "id": "us-east-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-east-2": {
         "api_name": "ec2_us_east_ohio",
         "country": "USA",
         "endpoint": "ec2.us-east-2.amazonaws.com",
         "id": "us-east-2",
-        "signature_version": "4"
+        "signature_version": "4",
     },
     "us-gov-west-1": {
         "api_name": "ec2_us_govwest",
         "country": "US",
         "endpoint": "ec2.us-gov-west-1.amazonaws.com",
         "id": "us-gov-west-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-west-1": {
         "api_name": "ec2_us_west",
         "country": "USA",
         "endpoint": "ec2.us-west-1.amazonaws.com",
         "id": "us-west-1",
-        "signature_version": "2"
+        "signature_version": "2",
     },
     "us-west-2": {
         "api_name": "ec2_us_west_oregon",
         "country": "US",
         "endpoint": "ec2.us-west-2.amazonaws.com",
         "id": "us-west-2",
-        "signature_version": "2"
-    }
-}
\ No newline at end of file
+        "signature_version": "2",
+    },
+}