Description
We have a bunch of route optimized model serving endpoints that we query using the go sdk.
Route optimized endpints have essentially two hosts, the regular workspace host and the host for the optimized routing.
When setting up the workspace client, we use the regular workspace host. So now we are wondering if the query method then actually uses the route optimized endpoint?
We saw that even for a route optimized endpoint it's possible to call the non-optimized host/endpoint.
Reproduction
package main
import (
"context"
"encoding/json"
"fmt"
"io"
"os"
"github.com/databricks/databricks-sdk-go"
"github.com/databricks/databricks-sdk-go/service/serving"
)
func main() {
w := databricks.Must(databricks.NewWorkspaceClient(&databricks.Config{
Host: "https://host.cloud.databricks.com/",
ClientSecret: "",
ClientID: "",
}))
// Open the JSON file
file, err := os.Open("data.json")
if err != nil {
fmt.Println("Error opening file:", err)
return
}
defer file.Close()
// Read the file's content
byteValue, err := io.ReadAll(file)
if err != nil {
fmt.Println("Error reading file:", err)
return
}
// Unmarshal the JSON content into the struct
var dataframe serving.DataframeSplitInput
err = json.Unmarshal(byteValue, &dataframe)
if err != nil {
fmt.Println("Error unmarshalling JSON:", err)
return
}
// Print the struct to verify the content
fmt.Printf("%+v\n", dataframe)
request := serving.QueryEndpointInput{
Name: "model_name",
DataframeSplit: &dataframe,
}
response, err := w.ServingEndpoints.Query(context.Background(), request)
if err != nil {
panic(err)
}
fmt.Println(response.Predictions)
}
Expected behavior
Use optimized endpoint host when the model serving is route optimized.
Description We have a bunch of route optimized model serving endpoints that we query using the go sdk. Route optimized endpints have essentially two hosts, the regular workspace host and the host for the optimized routing.
When setting up the workspace client, we use the regular workspace host. So now we are wondering if the query method then actually uses the route optimized endpoint?
We saw that even for a route optimized endpoint it's possible to call the non-optimized host/endpoint.
Reproduction
Expected behavior Use optimized endpoint host when the model serving is route optimized.
Other Information