diff --git a/src/sagemaker/image_uri_config/spark.json b/src/sagemaker/image_uri_config/spark.json
index 8fac03e716..9a33ca87d9 100644
--- a/src/sagemaker/image_uri_config/spark.json
+++ b/src/sagemaker/image_uri_config/spark.json
@@ -21,6 +21,7 @@
                     "ap-southeast-3": "800295151634",
                     "ap-southeast-4": "819679513684",
                     "ca-central-1": "446299261295",
+                    "ca-west-1": "000907499111",
                     "cn-north-1": "671472414489",
                     "cn-northwest-1": "844356804704",
                     "eu-central-1": "906073651304",
@@ -61,6 +62,7 @@
                     "ap-southeast-3": "800295151634",
                     "ap-southeast-4": "819679513684",
                     "ca-central-1": "446299261295",
+                    "ca-west-1": "000907499111",
                     "cn-north-1": "671472414489",
                     "cn-northwest-1": "844356804704",
                     "eu-central-1": "906073651304",
@@ -101,6 +103,7 @@
                     "ap-southeast-3": "800295151634",
                     "ap-southeast-4": "819679513684",
                     "ca-central-1": "446299261295",
+                    "ca-west-1": "000907499111",
                     "cn-north-1": "671472414489",
                     "cn-northwest-1": "844356804704",
                     "eu-central-1": "906073651304",
@@ -141,6 +144,7 @@
                     "ap-southeast-3": "800295151634",
                     "ap-southeast-4": "819679513684",
                     "ca-central-1": "446299261295",
+                    "ca-west-1": "000907499111",
                     "cn-north-1": "671472414489",
                     "cn-northwest-1": "844356804704",
                     "eu-central-1": "906073651304",
@@ -181,6 +185,7 @@
                     "ap-southeast-3": "800295151634",
                     "ap-southeast-4": "819679513684",
                     "ca-central-1": "446299261295",
+                    "ca-west-1": "000907499111",
                     "cn-north-1": "671472414489",
                     "cn-northwest-1": "844356804704",
                     "eu-central-1": "906073651304",