Add AWS Lambda permissions (#1970)

Signed-off-by: Tsotne Tabidze <[email protected]>
feast-dev · Oct 25, 2021 · 3768766 · 3768766
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commit 3768766
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diff --git a/docs/reference/alpha-aws-lambda-feature-server.md b/docs/reference/alpha-aws-lambda-feature-server.md
@@ -37,6 +37,77 @@ feature_server:
 
 If enabled, the feature server will be deployed during `feast apply`. After it is deployed, the `feast endpoint` CLI command will indicate the server's endpoint.
 
+## Permissions
+
+Feast requires the following permissions in order to deploy and teardown AWS Lambda feature server:
+
+| Permissions                                                                                                                                           | Resources                                                |
+| ----------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------        |
+| <p>lambda:CreateFunction</p><p>lambda:GetFunction</p><p>lambda:DeleteFunction</p><p>lambda:AddPermission</p><p>lambda:UpdateFunctionConfiguration</p> | arn:aws:lambda:\<region>:\<account_id>:function:feast-\* |
+| <p>ecr:CreateRepository</p><p>ecr:DescribeRepositories</p><p>ecr:DeleteRepository</p><p>ecr:PutImage</p><p>ecr:DescribeImages</p><p>ecr:BatchDeleteImage</p><p>ecr:CompleteLayerUpload</p><p>ecr:UploadLayerPart</p><p>ecr:InitiateLayerUpload</p><p>ecr:BatchCheckLayerAvailability</p><p>ecr:GetDownloadUrlForLayer</p><p>ecr:GetRepositoryPolicy</p><p>ecr:SetRepositoryPolicy</p><p>ecr:GetAuthorizationToken</p> | \* |
+| <p>iam:PassRole</p> | arn:aws:iam::\<account_id>:role/<lambda-execution-role-name> |
+| <p>apigateway:*</p> | <p>arn:aws:apigateway:*::/apis/*/routes/*/routeresponses</p><p>arn:aws:apigateway:*::/apis/*/routes/*/routeresponses/*</p><p>arn:aws:apigateway:*::/apis/*/routes/*</p><p>arn:aws:apigateway:*::/apis/*/routes</p><p>arn:aws:apigateway:*::/apis/*/integrations</p><p>arn:aws:apigateway:*::/apis/*/stages/*/routesettings/*</p><p>arn:aws:apigateway:*::/apis/*</p><p>arn:aws:apigateway:*::/apis</p> |
+
+The following inline policy can be used to grant Feast the necessary permissions:
+
+```javascript
+{
+    "Statement": [
+        {
+        Action = [
+          "lambda:CreateFunction",
+          "lambda:GetFunction",
+          "lambda:DeleteFunction",
+          "lambda:AddPermission",
+          "lambda:UpdateFunctionConfiguration",
+        ]
+        Effect = "Allow"
+        Resource = "arn:aws:lambda:<region>:<account_id>:function:feast-*"
+      },
+      {
+        Action = [
+            "ecr:CreateRepository",
+            "ecr:DescribeRepositories",
+            "ecr:DeleteRepository",
+            "ecr:PutImage",
+            "ecr:DescribeImages",
+            "ecr:BatchDeleteImage",
+            "ecr:CompleteLayerUpload",
+            "ecr:UploadLayerPart",
+            "ecr:InitiateLayerUpload",
+            "ecr:BatchCheckLayerAvailability",
+            "ecr:GetDownloadUrlForLayer",
+            "ecr:GetRepositoryPolicy",
+            "ecr:SetRepositoryPolicy",
+            "ecr:GetAuthorizationToken"
+        ]
+        Effect = "Allow"
+        Resource = "*"
+      },
+      {
+        Action = "iam:PassRole"
+        Effect = "Allow"
+        Resource = "arn:aws:iam::<account_id>:role/<lambda-execution-role-name>"
+      },
+      {
+        Effect = "Allow"
+        Action = "apigateway:*"
+        Resource = [
+            "arn:aws:apigateway:*::/apis/*/routes/*/routeresponses",
+            "arn:aws:apigateway:*::/apis/*/routes/*/routeresponses/*",
+            "arn:aws:apigateway:*::/apis/*/routes/*",
+            "arn:aws:apigateway:*::/apis/*/routes",
+            "arn:aws:apigateway:*::/apis/*/integrations",
+            "arn:aws:apigateway:*::/apis/*/stages/*/routesettings/*",
+            "arn:aws:apigateway:*::/apis/*",
+            "arn:aws:apigateway:*::/apis",
+        ]
+      },
+    ],
+    "Version": "2012-10-17"
+}
+```
+
 ## Example
 
 After `feature_store.yaml` has been modified as described in the previous section, it can be deployed as follows: